Triple

T22432318
Position Surface form Disambiguated ID Type / Status
Subject National Health E554529 entity
Predicate hasMember P10 FINISHED
Object John Marshall — NE NERFINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: John Marshall | Statement: [National Health, hasMember, John Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Marshall
Context triple: [National Health, hasMember, John Marshall]
  • A. John Marshall
    John Marshall is an American higher education administrator who serves as president of Colorado Mesa University in Grand Junction, Colorado.
  • B. John Marshall
    John Marshall was the fourth Chief Justice of the United States, whose landmark opinions, especially in Marbury v. Madison, established the principle of judicial review and greatly strengthened the Supreme Court’s authority.
  • C. John Marshall
    John Marshall was a Scottish sculptor known for his architectural and public works, including prominent sculptures in Edinburgh.
  • D. John Marshall
    John Marshall was a British archaeologist and Director-General of the Archaeological Survey of India who played a key role in uncovering and studying the ancient Indus Valley Civilization.
  • E. John Marshal
    John Marshal was a 12th-century Anglo-Norman nobleman and royal official whose turbulent career and strategic alliances laid the foundations for the prominence of his son, William Marshal, 1st Earl of Pembroke.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Marshall
Target entity description: John Marshall is a member of the National Health organization, contributing to its work in the health sector.
  • A. John Marshall
    John Marshall was the fourth Chief Justice of the United States, whose landmark opinions, especially in Marbury v. Madison, established the principle of judicial review and greatly strengthened the Supreme Court’s authority.
  • B. John Marshall
    John Marshall was a Scottish sculptor known for his architectural and public works, including prominent sculptures in Edinburgh.
  • C. John Marshall
    John Marshall was a British archaeologist and Director-General of the Archaeological Survey of India who played a key role in uncovering and studying the ancient Indus Valley Civilization.
  • D. John Marshall
    John Marshall is an American higher education administrator who serves as president of Colorado Mesa University in Grand Junction, Colorado.
  • E. John Marshal
    John Marshal was a 12th-century Anglo-Norman nobleman and royal official whose turbulent career and strategic alliances laid the foundations for the prominence of his son, William Marshal, 1st Earl of Pembroke.
  • F. None of above. chosen

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e11e5010e48190ae1e9c9db9697637 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15a3320448190ae3931062599116e completed April 29, 2026, 1:09 a.m.
Created at: April 16, 2026, 8:47 p.m.