Triple

T5673444
Position Surface form Disambiguated ID Type / Status
Subject T. E. Lawrence E125028 entity
Predicate father P120 FINISHED
Object Thomas Chapman
Thomas Chapman was an Anglo-Irish aristocrat who, after leaving his wife to live under an assumed name with his children’s governess, became best known as the father of T. E. Lawrence (“Lawrence of Arabia”).
E542449 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 Chapman | Statement: [T. E. Lawrence, father, Thomas Chapman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thomas Chapman
Context triple: [T. E. Lawrence, father, Thomas Chapman]
  • A. T. S. Chapman
    T. S. Chapman is an astronomer known for co-discovering the faint dwarf spheroidal galaxy Andromeda XI in the vicinity of the Andromeda Galaxy.
  • B. John Wildes
    John Wildes is a historical figure known primarily as the husband of Sarah Wildes, one of the women accused during the Salem witch trials.
  • C. John Billington
    John Billington was an English settler best known as one of the Mayflower passengers at Plymouth Colony and the first person executed for murder in what became the United States.
  • D. Charles Burroughs
    Charles Burroughs is an American historian and educator best known as a co-founder of Chicago’s DuSable Black History Museum and Education Center, one of the first independent Black history museums in the United States.
  • E. Henry Sherwin
    Henry Sherwin was an American businessman best known as the co-founder of the Sherwin-Williams Company, a major paint and coatings manufacturer.
  • 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 Chapman
Triple: [T. E. Lawrence, father, Thomas Chapman]
Generated description
Thomas Chapman was an Anglo-Irish aristocrat who, after leaving his wife to live under an assumed name with his children’s governess, became best known as the father of T. E. Lawrence (“Lawrence of Arabia”).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thomas Chapman
Target entity description: Thomas Chapman was an Anglo-Irish aristocrat who, after leaving his wife to live under an assumed name with his children’s governess, became best known as the father of T. E. Lawrence (“Lawrence of Arabia”).
  • A. T. S. Chapman
    T. S. Chapman is an astronomer known for co-discovering the faint dwarf spheroidal galaxy Andromeda XI in the vicinity of the Andromeda Galaxy.
  • B. John Wildes
    John Wildes is a historical figure known primarily as the husband of Sarah Wildes, one of the women accused during the Salem witch trials.
  • C. John Billington
    John Billington was an English settler best known as one of the Mayflower passengers at Plymouth Colony and the first person executed for murder in what became the United States.
  • D. Charles Burroughs
    Charles Burroughs is an American historian and educator best known as a co-founder of Chicago’s DuSable Black History Museum and Education Center, one of the first independent Black history museums in the United States.
  • E. Henry Sherwin
    Henry Sherwin was an American businessman best known as the co-founder of the Sherwin-Williams Company, a major paint and coatings manufacturer.
  • 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_69c008295c808190acfe78915e7d656a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023700ba88190ba7c829785f20c82 completed March 22, 2026, 5:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c05a2ec0b4819091ae7d18cf76aecc completed March 22, 2026, 9:07 p.m.
NEDg Description generation batch_69c05e02edc48190938613946f19df01 completed March 22, 2026, 9:24 p.m.
NED2 Entity disambiguation (via description) batch_69c06209c3588190a6ededf9c198d5c5 completed March 22, 2026, 9:41 p.m.
Created at: March 22, 2026, 3:43 p.m.