Triple

T15884137
Position Surface form Disambiguated ID Type / Status
Subject Marshall family E385145 entity
Predicate hasAncestralHead P369 FINISHED
Object Thomas Marshall (1730–1802)
Thomas Marshall (1730–1802) was an 18th-century American patriarch and landowner who served as the founding head of the influential Marshall family that produced notable figures such as Chief Justice John Marshall.
E1182835 NE FINISHED

How this triple was built (4 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: Thomas Marshall (1730–1802) | Statement: [Marshall family, hasAncestralHead, Thomas Marshall (1730–1802)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas Marshall (1730–1802)
Context triple: [Marshall family, hasAncestralHead, Thomas Marshall (1730–1802)]
  • A. Marinus Willett
    Marinus Willett was an American Revolutionary War officer and political leader from New York, known for his active role in colonial resistance and later service as mayor of New York City.
  • B. Robert Treat
    Robert Treat was a 17th-century colonial military leader and politician in New England who later served as governor of the Connecticut Colony.
  • C. Benjamin Chew
    Benjamin Chew was an influential 18th-century American lawyer, jurist, and chief justice of colonial Pennsylvania, prominent in legal and political affairs before and during the American Revolution.
  • D. Matthew Thornton
    Matthew Thornton was an Irish-born American physician, statesman, and signer of the United States Declaration of Independence as a representative of New Hampshire.
  • E. Edmund Pendleton
    Edmund Pendleton was an American lawyer, judge, and political leader from Virginia who played a key role in the early governance of the state during the Revolutionary era.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Thomas Marshall (1730–1802)
Triple: [Marshall family, hasAncestralHead, Thomas Marshall (1730–1802)]
Generated description
Thomas Marshall (1730–1802) was an 18th-century American patriarch and landowner who served as the founding head of the influential Marshall family that produced notable figures such as Chief Justice John Marshall.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas Marshall (1730–1802)
Target entity description: Thomas Marshall (1730–1802) was an 18th-century American patriarch and landowner who served as the founding head of the influential Marshall family that produced notable figures such as Chief Justice John Marshall.
  • A. Marinus Willett
    Marinus Willett was an American Revolutionary War officer and political leader from New York, known for his active role in colonial resistance and later service as mayor of New York City.
  • B. Robert Treat
    Robert Treat was a 17th-century colonial military leader and politician in New England who later served as governor of the Connecticut Colony.
  • C. Benjamin Chew
    Benjamin Chew was an influential 18th-century American lawyer, jurist, and chief justice of colonial Pennsylvania, prominent in legal and political affairs before and during the American Revolution.
  • D. Matthew Thornton
    Matthew Thornton was an Irish-born American physician, statesman, and signer of the United States Declaration of Independence as a representative of New Hampshire.
  • E. Edmund Pendleton
    Edmund Pendleton was an American lawyer, judge, and political leader from Virginia who played a key role in the early governance of the state during the Revolutionary era.
  • F. None of above. chosen

Provenance (5 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_69d86da4e86481909f1325fdc971b5ec completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156186b98819087b80ade6bd71a69 completed April 16, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb043b6d48190bf9a36a3e00403c0 completed May 9, 2026, 10:08 p.m.
NEDg Description generation batch_69ffb13fdb6c819091c3ee5c1f199031 completed May 9, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69ffb208aef881909b3a00e0015c27df completed May 9, 2026, 10:15 p.m.
Created at: April 10, 2026, 4:51 a.m.