Triple

T11994074
Position Surface form Disambiguated ID Type / Status
Subject Stephen E. Ambrose E285482 entity
Predicate child P120 FINISHED
Object Hugh Ambrose
Hugh Ambrose was an American historian and author best known for his World War II scholarship, including the book "The Pacific," which accompanied the HBO miniseries of the same name.
E958666 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: Hugh Ambrose | Statement: [Stephen E. Ambrose, child, Hugh Ambrose]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hugh Ambrose
Context triple: [Stephen E. Ambrose, child, Hugh Ambrose]
  • A. W. W. Ambrose
    W. W. Ambrose was an architect known for designing the Main Interior Building in Washington, D.C., the headquarters of the U.S. Department of the Interior.
  • B. George Tibbets
    George Tibbets is a person notable enough to be recognized as a bearer of the surname Tibbets, though specific widely known biographical details about him are not well documented.
  • C. Richard Hagerman
    Richard Hagerman is known as the father of Amber Hagerman, the nine-year-old girl whose 1996 abduction and murder led to the creation of the AMBER Alert child abduction emergency system.
  • D. George Arnold
    George Arnold was the son of American Revolutionary War figure Benedict Arnold and his second wife, Peggy Shippen.
  • E. Charles Stevens
    Charles Stevens is a person known primarily as a relative of Damien Holland.
  • 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: Hugh Ambrose
Triple: [Stephen E. Ambrose, child, Hugh Ambrose]
Generated description
Hugh Ambrose was an American historian and author best known for his World War II scholarship, including the book "The Pacific," which accompanied the HBO miniseries of the same name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hugh Ambrose
Target entity description: Hugh Ambrose was an American historian and author best known for his World War II scholarship, including the book "The Pacific," which accompanied the HBO miniseries of the same name.
  • A. W. W. Ambrose
    W. W. Ambrose was an architect known for designing the Main Interior Building in Washington, D.C., the headquarters of the U.S. Department of the Interior.
  • B. George Tibbets
    George Tibbets is a person notable enough to be recognized as a bearer of the surname Tibbets, though specific widely known biographical details about him are not well documented.
  • C. Richard Hagerman
    Richard Hagerman is known as the father of Amber Hagerman, the nine-year-old girl whose 1996 abduction and murder led to the creation of the AMBER Alert child abduction emergency system.
  • D. George Arnold
    George Arnold was the son of American Revolutionary War figure Benedict Arnold and his second wife, Peggy Shippen.
  • E. Charles Stevens
    Charles Stevens is a person known primarily as a relative of Damien Holland.
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903b211688190bfe6dd15c3f96d2f completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f47273e1088190b899071baff1375a completed May 1, 2026, 9:29 a.m.
NEDg Description generation batch_69f47b7d4ef081908f7f87d90c00d9ed completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47de8c9e48190af01918c9cd94c7d completed May 1, 2026, 10:18 a.m.
Created at: April 8, 2026, 9:46 p.m.