Triple

T5851403
Position Surface form Disambiguated ID Type / Status
Subject Bill Marshall E130038 entity
Predicate alsoKnownAs P39 FINISHED
Object William Marshall
William Marshall is an individual best known under the name Bill Marshall, likely recognized in public or professional contexts by that primary name.
E550596 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: William Marshall | Statement: [Bill Marshall, alsoKnownAs, William Marshall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: William Marshall
Context triple: [Bill Marshall, alsoKnownAs, William Marshall]
  • A. William Marshall
    William Marshall was an American actor, director, and occasional singer active in mid-20th-century film and theater.
  • B. William Marshall
    William Marshall was an early 20th-century American cinematographer known for his work on silent-era films.
  • C. William Marshal, 2nd Earl of Pembroke
    William Marshal, 2nd Earl of Pembroke, was a 13th-century English nobleman and magnate who inherited his famous father's titles and estates and played a role in the politics of the early reign of Henry III.
  • D. William Marshal, 1st Earl of Pembroke
    William Marshal, 1st Earl of Pembroke, was a renowned Anglo-Norman knight and statesman who served multiple English kings and became one of medieval England’s most powerful and respected magnates.
  • E. Robert Fitzwalter
    Robert Fitzwalter was a prominent English baron and rebel leader in the early 13th century, known for his key role in opposing King John and helping to bring about Magna Carta.
  • 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: William Marshall
Triple: [Bill Marshall, alsoKnownAs, William Marshall]
Generated description
William Marshall is an individual best known under the name Bill Marshall, likely recognized in public or professional contexts by that primary name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: William Marshall
Target entity description: William Marshall is an individual best known under the name Bill Marshall, likely recognized in public or professional contexts by that primary name.
  • A. William Marshall
    William Marshall was an American actor, director, and occasional singer active in mid-20th-century film and theater.
  • B. William Marshall
    William Marshall was an early 20th-century American cinematographer known for his work on silent-era films.
  • C. William Marshal, 2nd Earl of Pembroke
    William Marshal, 2nd Earl of Pembroke, was a 13th-century English nobleman and magnate who inherited his famous father's titles and estates and played a role in the politics of the early reign of Henry III.
  • D. William Marshal, 1st Earl of Pembroke
    William Marshal, 1st Earl of Pembroke, was a renowned Anglo-Norman knight and statesman who served multiple English kings and became one of medieval England’s most powerful and respected magnates.
  • E. Robert Fitzwalter
    Robert Fitzwalter was a prominent English baron and rebel leader in the early 13th century, known for his key role in opposing King John and helping to bring about Magna Carta.
  • 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_69c0084de39081909eb34e6bed74215a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c035176c8c81909e24d263e4feb664 completed March 22, 2026, 6:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1b3c7d08190bada8ae35e7fa8eb completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a234f0dc819098a889bd5ee87722 completed March 23, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69c0a2b1df0c8190b63d5ca984439b0b completed March 23, 2026, 2:17 a.m.
Created at: March 22, 2026, 3:55 p.m.