{
 "as_of": "2026-11-06",
 "cmr": "uk-cm-kg/LSE/PYX",
 "fence": "The page is the record's research on the issuer — no analyst, no rating, no view.",
 "markdown": "The page is the record's research on the issuer — no analyst, no rating, no view.\n\n# PYX RESOURCES LIMITED (LSE Main Market: PYX) — research page\n\nAs of 2026-11-06 · uk-cm-kg · record version 1\n\n## Identity and listing\n\nThe issuer is PYX RESOURCES LIMITED, listed on the LSE Main Market under ticker PYX, ISIN AU0000078487, LEI 529900A5IPGY4VFL4E45. Its security type is Corporate, its segment is SET3, its sector is Industrial Metals and Mining [551020], and its jurisdiction is Australia (AU). Its listing status on the record is halted.\n\n## The disclosure read\n\nThe record holds 5 filings in the twelve months to 2026-11-06, on 5 filing days. The median gap between filing days is 78.5 days, against a median of 4 days across 892 issuers on the LSE Main Market and a median of 6.0 days across 117 issuers in the sector. The median filings count is 29.0 on the exchange and 47 in the sector. The median latency is 3 days on the exchange and 3.0 days in the sector, and this issuer's latest filing is 58 days before the record date. The latest filing is dated 2026-09-09 and is a newswire release.\n\n## Auditor\n\nThe auditor of record is Pitcher Partners. Its location is not on the record. Auditor changes are not on the record, as the market's register has no lifecycle type map yet.\n\n## Events and halts\n\nThe listing, delisting, name change, domicile change and segment move lines are not on the record, as the market's register has no lifecycle type map yet. The halt flag is halted.\n\n## Orderability\n\nFor elective professional client, the outcome is signal ACM-403 and is determinable. For eligible counterparty, the outcome is signal ACM-403 and is determinable. The rule version is acm-68000/uk/product-governance-fca-prod-sourcebook/r1, and the chapter is as of 2026-11-04.\n\n## Coverage\n\nThe issuer's investor-relations page names 4 research houses: Cedrus Investments, WH Ireland Capital Markets, VSA Capital and Raas Research.\n\n## Open research\n\nThe record holds 5 openly published research notes. Cedrus Investments published on 2024-03-21, 2024-02-01, 2021-12-09 and 2021-04-20. WH Ireland Capital Markets published on 2022-04-05.\n\n## Licensed\n\nLicensed research: none loaded. A licensed row is served only to an agent whose firm holds that licence (licensor, entitlement). No licensed row is loaded.\n\n## As-of depth\n\nThe vintage is not sealed for this market, and no issuer years are sealed. The live record began on 2026-09-11. Years 2021 through 2026 are sealed in the store but are not served as of a date, and the as-of door answers not_sealed.\n\n## Sources\n\n15 source pages are named on this page; every value above carries its own source page and read date in the numbers.\n\n- https://www.londonstockexchange.com/live-markets/market-data-dashboard/price-explorer (identity.exchange)\n- https://api.londonstockexchange.com/api/gw/lse/instruments/alldata/PYX (identity.isin)\n- https://api.gleif.org/api/v1/lei-records/529900A5IPGY4VFL4E45 (identity.jurisdiction)\n- https://www.londonstockexchange.com/stock/PYX/pyx-resources-limited/company-page (identity.sector)\n- https://mcp.uk-cm-kg.ai/events/LSE/PYX (the disclosure lines)\n- https://marketsecurities.fca.org.uk/officiallist (the halt flag)\n- https://minedocs.com/23/PYX_Resources-replacement-prospectus-11152021.pdf (the auditor)\n- https://mcp.uk-cm-kg.ai/book/aio.json (the orderability chapter)\n- http://pyxresources.com/investors-press-releases-media/ (coverage)\n- http://pyxresources.com/wp-content/uploads/2024/05/2024-03-21-PYX-Resources-Research-Report.pdf (open research)\n- http://pyxresources.com/wp-content/uploads/2024/05/2024-02-01-PYX-Resources-Research-Report.pdf (open research)\n- http://pyxresources.com/wp-content/uploads/2022/07/2022-04-05-WHI-Initiation-Report4.pdf (open research)\n- http://pyxresources.com/wp-content/uploads/2021/11/2021-11-18-PYX-Resources-Research-Report-November-18-2021.pdf (open research)\n- http://pyxresources.com/wp-content/uploads/2021/04/PYX-Resources-Initiation-Note-200421.pdf (open research)\n- https://mcp.uk-cm-kg.ai/record/LSE/PYX (the record)\n",
 "market": "UK",
 "node": "uk-cm-kg",
 "numbers": {
  "as_of_depth": {
   "issuer_years_sealed": [],
   "live_record_began": "2026-09-11",
   "node_history_from": null,
   "node_years_sealed": [],
   "note": "6 years are sealed in the UK store; their Replay split is not built, so the as-of door answers not_sealed and the record is the live record as of 2026-11-06",
   "record_version": 1,
   "sealed": false,
   "store_years_sealed_not_served": [
    "2021",
    "2022",
    "2023",
    "2024",
    "2025",
    "2026"
   ]
  },
  "auditor": {
   "auditor": {
    "read_by": "Tavily regex",
    "read_date": "2026-11-06",
    "read_date_basis": "the record version as_of",
    "source": "https://minedocs.com/23/PYX_Resources-replacement-prospectus-11152021.pdf",
    "state": "confirmed",
    "value": "Pitcher Partners"
   },
   "auditor_firm_id": {
    "market": "UK",
    "state": "not_on_record"
   },
   "auditor_location": {
    "market": "UK",
    "state": "not_on_record"
   },
   "changes": {
    "market": "UK",
    "reason": "no lifecycle type map for this register yet (SHELF-01: us and ca first)",
    "state": "not_on_record"
   }
  },
  "cmr": "uk-cm-kg/LSE/PYX",
  "coverage": {
   "count": 4,
   "houses": [
    {
     "house": "Cedrus Investments",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-12",
     "source": "http://pyxresources.com/investors-press-releases-media/",
     "state": "sourced"
    },
    {
     "house": "WH Ireland Capital Markets",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-12",
     "source": "http://pyxresources.com/investors-press-releases-media/",
     "state": "sourced"
    },
    {
     "house": "VSA Capital",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-12",
     "source": "http://pyxresources.com/investors-press-releases-media/",
     "state": "sourced"
    },
    {
     "house": "Raas Research",
     "read_by": "issuer IR page, fetched by this rail; each house name read on the page",
     "read_date": "2026-11-12",
     "source": "http://pyxresources.com/investors-press-releases-media/",
     "state": "sourced"
    }
   ],
   "pages_checked": [
    {
     "page": "http://pyxresources.com/investors-press-releases-media/",
     "result": "read: 4 of 4 named houses found on the page"
    },
    {
     "page": "https://pyxresources.com/wp-content/uploads/2023/02/2023-02-14-PYX-Resources-Research-Report.pdf",
     "result": "not readable by this rail (URLError)"
    },
    {
     "page": "https://pyxresources.com/wp-content/uploads/2023/09/2023-09-18-PYX-Resources-Research-Report-September-18-2023.pdf",
     "result": "not readable by this rail (URLError)"
    },
    {
     "page": "https://pyxresources.com/wp-content/uploads/2021/03/2021-03-23-PYX-Resources-Research-Report.pdf",
     "result": "not readable by this rail (URLError)"
    },
    {
     "page": "https://pyxresources.com/wp-content/uploads/2021/01/PYX-Resources-research-report-January-26-2021-1.pdf",
     "result": "not readable by this rail (URLError)"
    }
   ],
   "read_by": "Perplexity sonar (search) · page read by this rail",
   "read_date": "2026-11-12",
   "since": "not stated on the page read",
   "state": "found"
  },
  "disclosure": {
   "against": {
    "exchange": {
     "issuers": 892,
     "median_cadence_gap_days": 4,
     "median_filings": 29,
     "median_latency_days": 3,
     "name": "LSE Main Market"
    },
    "sector": {
     "issuers": 117,
     "median_cadence_gap_days": 6,
     "median_filings": 47,
     "median_latency_days": 3,
     "name": "Industrial Metals and Mining [551020]"
    }
   },
   "by_type": {
    "financial_statement": 1,
    "newswire_release": 3,
    "regulatory_announcement": 1
   },
   "cadence_median_gap_days": 78.5,
   "filing_days": 5,
   "filings": 5,
   "latency_days": 58,
   "latest": [
    {
     "category": null,
     "date": "2026-09-09",
     "source": "https://www.globenewswire.com/news-release/2026/09/09/3358487/0/en/pyxis-oncology-announces-positive-updated-data-from-phase-1-monotherapy-study-of-micvotabart-pelidotin-micvo-in-second-line-and-beyond-recurrent-metastatic-head-and-neck-squamous-c.html",
     "title": "Pyxis Oncology Announces Positive Updated Data from Phase 1",
     "type": "newswire_release"
    },
    {
     "category": null,
     "date": "2026-04-29",
     "source": "https://www.investegate.co.uk/announcement/rns/pyx-resources-limited-npv-di---pyx/delay-in-publishing-2025-annual-financial-report-/9544670",
     "title": "Delay in Publishing 2025 Annual Financial Report",
     "type": "financial_statement"
    },
    {
     "category": null,
     "date": "2026-03-23",
     "source": "https://www.businesswire.com/news/home/20260323825584/en/Pyx-Health-Launches-Enhanced-Member-Activation-Experience-to-Drive-Key-Quality-Outcomes",
     "title": "Pyx Health Launches Enhanced Member Activation Experience to Drive Key Quality Outcomes",
     "type": "newswire_release"
    },
    {
     "category": null,
     "date": "2026-03-17",
     "source": "https://www.investegate.co.uk/announcement/rns/pyx-resources-limited-npv-di---pyx/nsx-announcement-halt-in-trading/9476735",
     "title": "NSX Announcement - Halt in Trading",
     "type": "regulatory_announcement"
    },
    {
     "category": null,
     "date": "2025-11-17",
     "source": "https://www.businesswire.com/news/home/20251117559577/en/Pyx-Health-Unveils-Continuous-Activation-Platform-to-Support-Vulnerable-Groups-Impacted-by-the-OBBBA",
     "title": "Pyx Health Unveils Continuous Activation Platform to Support Vulnerable Groups Impacted by the OBBBA",
     "type": "newswire_release"
    }
   ],
   "latest_filing_date": "2026-09-09",
   "read": "the node's event lines (list_events_since), as get_filings serves them",
   "source": "https://mcp.uk-cm-kg.ai/events/LSE/PYX",
   "window": {
    "from": "2025-11-06",
    "to": "2026-11-06"
   }
  },
  "identity": {
   "exchange": {
    "read_by": "LSE price explorer (exchange list)",
    "read_date": "2026-11-06",
    "read_date_basis": "the record version as_of",
    "source": "https://www.londonstockexchange.com/live-markets/market-data-dashboard/price-explorer (price-explorer feed api.londonstockexchange.com/api/v1/components/refresh, markets=MAINMARKET, categories=EQUITY, showonlylse=true)",
    "state": "sourced",
    "value": "LSE Main Market"
   },
   "isin": {
    "read_by": "LSE instrument reference record (exchange site)",
    "read_date": "2026-11-06",
    "read_date_basis": "the record version as_of",
    "source": "https://api.londonstockexchange.com/api/gw/lse/instruments/alldata/PYX",
    "state": "confirmed",
    "value": "AU0000078487"
   },
   "jurisdiction": {
    "read_by": "GLEIF LEI record (LEI per the LEI column)",
    "read_date": "2026-11-06",
    "read_date_basis": "the record version as_of",
    "source": "https://api.gleif.org/api/v1/lei-records/529900A5IPGY4VFL4E45",
    "state": "sourced",
    "value": "Australia (AU)"
   },
   "lei": {
    "read_by": "GLEIF name-exact",
    "read_date": "2026-11-06",
    "read_date_basis": "the record version as_of",
    "source": "https://api.gleif.org/api/v1/lei-records/529900A5IPGY4VFL4E45",
    "state": "filled",
    "value": "529900A5IPGY4VFL4E45"
   },
   "name": {
    "read_by": "LSE price explorer (exchange list)",
    "read_date": "2026-11-06",
    "read_date_basis": "the record version as_of",
    "source": "https://www.londonstockexchange.com/live-markets/market-data-dashboard/price-explorer (price-explorer feed api.londonstockexchange.com/api/v1/components/refresh, markets=MAINMARKET, categories=EQUITY, showonlylse=true)",
    "state": "sourced",
    "value": "PYX RESOURCES LIMITED"
   },
   "sector": {
    "read_by": "LSE issuer profile (exchange site)",
    "read_date": "2026-11-06",
    "read_date_basis": "the record version as_of",
    "source": "https://www.londonstockexchange.com/stock/PYX/pyx-resources-limited/company-page",
    "state": "sourced",
    "value": "Industrial Metals and Mining [551020]"
   },
   "security_type": {
    "read_by": "LSE price explorer (exchange list)",
    "read_date": "2026-11-06",
    "read_date_basis": "the record version as_of",
    "source": "https://www.londonstockexchange.com/live-markets/market-data-dashboard/price-explorer (price-explorer feed api.londonstockexchange.com/api/v1/components/refresh, markets=MAINMARKET, categories=EQUITY, showonlylse=true)",
    "state": "sourced",
    "value": "Corporate"
   },
   "segment": {
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    "read_date": "2026-11-06",
    "read_date_basis": "the record version as_of",
    "source": "https://www.londonstockexchange.com/live-markets/market-data-dashboard/price-explorer (price-explorer feed api.londonstockexchange.com/api/v1/components/refresh, markets=MAINMARKET, categories=EQUITY, showonlylse=true)",
    "state": "sourced",
    "value": "SET3"
   },
   "ticker": {
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    "read_date": "2026-11-06",
    "read_date_basis": "the record version as_of",
    "source": "https://www.londonstockexchange.com/live-markets/market-data-dashboard/price-explorer (price-explorer feed api.londonstockexchange.com/api/v1/components/refresh, markets=MAINMARKET, categories=EQUITY, showonlylse=true)",
    "state": "sourced",
    "value": "PYX"
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   "website": {
    "read_by": "LSE issuer profile (exchange site)",
    "read_date": "2026-11-06",
    "read_date_basis": "the record version as_of",
    "source": "https://www.londonstockexchange.com/stock/PYX/pyx-resources-limited/company-page",
    "state": "sourced",
    "value": "www.pyxresources.com"
   }
  },
  "licensed": {
   "columns": [
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    "entitlement",
    "title",
    "date",
    "source"
   ],
   "rows": [],
   "rule": "A licensed row is served only to an agent whose firm holds that licence (licensor, entitlement). No licensed row is loaded."
  },
  "lifecycle": {
   "delisting": {
    "market": "UK",
    "reason": "no lifecycle type map for this register yet (SHELF-01: us and ca first)",
    "state": "not_on_record"
   },
   "domicile_change": {
    "market": "UK",
    "reason": "no lifecycle type map for this register yet (SHELF-01: us and ca first)",
    "state": "not_on_record"
   },
   "listing": {
    "market": "UK",
    "reason": "no lifecycle type map for this register yet (SHELF-01: us and ca first)",
    "state": "not_on_record"
   },
   "name_change": {
    "market": "UK",
    "reason": "no lifecycle type map for this register yet (SHELF-01: us and ca first)",
    "state": "not_on_record"
   },
   "segment_move": {
    "market": "UK",
    "reason": "no lifecycle type map for this register yet (SHELF-01: us and ca first)",
    "state": "not_on_record"
   }
  },
  "market": "UK",
  "node": "uk-cm-kg",
  "numbers_hash": "sha256:39035ed0ca58fe82664ada2ca888a41cbdee5e79721ddcd6599221a22652987b",
  "open_research": {
   "read_date": "2026-11-12",
   "rows": [
    {
     "date": "2024-03-21",
     "kind": "issuer-sponsored",
     "publisher": "Cedrus Investments",
     "read_by": "the note's link answers (200 application/pdf); a document, not read as text",
     "read_date": "2026-11-12",
     "source": "http://pyxresources.com/wp-content/uploads/2024/05/2024-03-21-PYX-Resources-Research-Report.pdf",
     "state": "sourced",
     "title": "Reiterate Target Price; Strong FY'23 Financials and ..."
    },
    {
     "date": "2024-02-01",
     "kind": "issuer-sponsored",
     "publisher": "Cedrus Investments",
     "read_by": "the note's link answers (200 application/pdf); a document, not read as text",
     "read_date": "2026-11-12",
     "source": "http://pyxresources.com/wp-content/uploads/2024/05/2024-02-01-PYX-Resources-Research-Report.pdf",
     "state": "sourced",
     "title": "Reiterate Target Price on Strong FY 2023 ..."
    },
    {
     "date": "2022-04-05",
     "kind": "independent",
     "publisher": "WH Ireland Capital Markets",
     "read_by": "the note's link answers (200 application/pdf); a document, not read as text",
     "read_date": "2026-11-12",
     "source": "http://pyxresources.com/wp-content/uploads/2022/07/2022-04-05-WHI-Initiation-Report4.pdf",
     "state": "sourced",
     "title": "Initiation of coverage"
    },
    {
     "date": "2021-12-09",
     "kind": "issuer-sponsored",
     "publisher": "Cedrus Investments",
     "read_by": "the note's link answers (200 application/pdf); a document, not read as text",
     "read_date": "2026-11-12",
     "source": "http://pyxresources.com/wp-content/uploads/2021/11/2021-11-18-PYX-Resources-Research-Report-November-18-2021.pdf",
     "state": "sourced",
     "title": "PYX Resources – Investor Presentation"
    },
    {
     "date": "2021-04-20",
     "kind": "issuer-sponsored",
     "publisher": "Cedrus Investments",
     "read_by": "the note's link answers (200 application/pdf); a document, not read as text",
     "read_date": "2026-11-12",
     "source": "http://pyxresources.com/wp-content/uploads/2021/04/PYX-Resources-Initiation-Note-200421.pdf",
     "state": "sourced",
     "title": "Initiation of Coverage"
    }
   ],
   "state": "found"
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  "orderability": {
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   "client_categories": [
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    "eligible counterparty"
   ],
   "outcomes": {
    "elective professional client": {
     "determinable": true,
     "signal": "ACM-403"
    },
    "eligible counterparty": {
     "determinable": true,
     "signal": "ACM-403"
    }
   },
   "read": {
    "basis": "one live read per instrument class, halt state and client category on this market; this issuer's group",
    "chapter": "https://mcp.uk-cm-kg.ai/book/aio.json",
    "door": "https://mcp.uk-cm-kg.ai/mcp",
    "tool": "get_orderability"
   },
   "rule_version": "acm-68000/uk/product-governance-fca-prod-sourcebook/r1",
   "section": "uk.aio.v16"
  },
  "record": {
   "as_of": "2026-11-06",
   "url": "https://mcp.uk-cm-kg.ai/record/LSE/PYX",
   "version": 1
  },
  "schema": "research-numbers v0.1 (USR-01, 2026-11-11)",
  "status": {
   "read_date": "2026-11-09",
   "reason": null,
   "since": null,
   "source": "https://marketsecurities.fca.org.uk/officiallist",
   "value": "halted"
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 },
 "numbers_hash": "sha256:39035ed0ca58fe82664ada2ca888a41cbdee5e79721ddcd6599221a22652987b",
 "path": "/uk/LSE/PYX",
 "schema": "research-page v0.1 (USR-02, 2026-11-11)",
 "sections": [
  {
   "id": "identity",
   "text": "The issuer is PYX RESOURCES LIMITED, listed on the LSE Main Market under ticker PYX, ISIN AU0000078487, LEI 529900A5IPGY4VFL4E45. Its security type is Corporate, its segment is SET3, its sector is Industrial Metals and Mining [551020], and its jurisdiction is Australia (AU). Its listing status on the record is halted.",
   "title": "Identity and listing"
  },
  {
   "id": "disclosure",
   "text": "The record holds 5 filings in the twelve months to 2026-11-06, on 5 filing days. The median gap between filing days is 78.5 days, against a median of 4 days across 892 issuers on the LSE Main Market and a median of 6.0 days across 117 issuers in the sector. The median filings count is 29.0 on the exchange and 47 in the sector. The median latency is 3 days on the exchange and 3.0 days in the sector, and this issuer's latest filing is 58 days before the record date. The latest filing is dated 2026-09-09 and is a newswire release.",
   "title": "The disclosure read"
  },
  {
   "id": "auditor",
   "text": "The auditor of record is Pitcher Partners. Its location is not on the record. Auditor changes are not on the record, as the market's register has no lifecycle type map yet.",
   "title": "Auditor"
  },
  {
   "id": "events",
   "text": "The listing, delisting, name change, domicile change and segment move lines are not on the record, as the market's register has no lifecycle type map yet. The halt flag is halted.",
   "title": "Events and halts"
  },
  {
   "id": "orderability",
   "text": "For elective professional client, the outcome is signal ACM-403 and is determinable. For eligible counterparty, the outcome is signal ACM-403 and is determinable. The rule version is acm-68000/uk/product-governance-fca-prod-sourcebook/r1, and the chapter is as of 2026-11-04.",
   "title": "Orderability"
  },
  {
   "id": "coverage",
   "text": "The issuer's investor-relations page names 4 research houses: Cedrus Investments, WH Ireland Capital Markets, VSA Capital and Raas Research.",
   "title": "Coverage"
  },
  {
   "id": "open_research",
   "text": "The record holds 5 openly published research notes. Cedrus Investments published on 2024-03-21, 2024-02-01, 2021-12-09 and 2021-04-20. WH Ireland Capital Markets published on 2022-04-05.",
   "title": "Open research"
  },
  {
   "id": "licensed",
   "text": "Licensed research: none loaded. A licensed row is served only to an agent whose firm holds that licence (licensor, entitlement). No licensed row is loaded.",
   "title": "Licensed"
  },
  {
   "id": "depth",
   "text": "The vintage is not sealed for this market, and no issuer years are sealed. The live record began on 2026-09-11. Years 2021 through 2026 are sealed in the store but are not served as of a date, and the as-of door answers not_sealed.",
   "title": "As-of depth"
  },
  {
   "id": "sources",
   "text": "15 source pages are named on this page; every value above carries its own source page and read date in the numbers.",
   "title": "Sources"
  }
 ],
 "sources": [
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   "for": "identity.exchange",
   "source": "https://www.londonstockexchange.com/live-markets/market-data-dashboard/price-explorer"
  },
  {
   "for": "identity.isin",
   "source": "https://api.londonstockexchange.com/api/gw/lse/instruments/alldata/PYX"
  },
  {
   "for": "identity.jurisdiction",
   "source": "https://api.gleif.org/api/v1/lei-records/529900A5IPGY4VFL4E45"
  },
  {
   "for": "identity.sector",
   "source": "https://www.londonstockexchange.com/stock/PYX/pyx-resources-limited/company-page"
  },
  {
   "for": "the disclosure lines",
   "source": "https://mcp.uk-cm-kg.ai/events/LSE/PYX"
  },
  {
   "for": "the halt flag",
   "source": "https://marketsecurities.fca.org.uk/officiallist"
  },
  {
   "for": "the auditor",
   "source": "https://minedocs.com/23/PYX_Resources-replacement-prospectus-11152021.pdf"
  },
  {
   "for": "the orderability chapter",
   "source": "https://mcp.uk-cm-kg.ai/book/aio.json"
  },
  {
   "for": "coverage",
   "source": "http://pyxresources.com/investors-press-releases-media/"
  },
  {
   "for": "open research",
   "source": "http://pyxresources.com/wp-content/uploads/2024/05/2024-03-21-PYX-Resources-Research-Report.pdf"
  },
  {
   "for": "open research",
   "source": "http://pyxresources.com/wp-content/uploads/2024/05/2024-02-01-PYX-Resources-Research-Report.pdf"
  },
  {
   "for": "open research",
   "source": "http://pyxresources.com/wp-content/uploads/2022/07/2022-04-05-WHI-Initiation-Report4.pdf"
  },
  {
   "for": "open research",
   "source": "http://pyxresources.com/wp-content/uploads/2021/11/2021-11-18-PYX-Resources-Research-Report-November-18-2021.pdf"
  },
  {
   "for": "open research",
   "source": "http://pyxresources.com/wp-content/uploads/2021/04/PYX-Resources-Initiation-Note-200421.pdf"
  },
  {
   "for": "the record",
   "source": "https://mcp.uk-cm-kg.ai/record/LSE/PYX"
  }
 ],
 "title": "PYX RESOURCES LIMITED (PYX) — research page",
 "writer": {
  "by": "Claude through the platform account, Haiku class; one pass; checked against the numbers",
  "engine": "claude-haiku-5-5"
 }
}