Triple

T15911818
Position Surface form Disambiguated ID Type / Status
Subject We the People: The Story of Our Constitution E385865 entity
Predicate authorSpecialization P54223 FINISHED
Object Lynne Cheney writes children's history books
Lynne Cheney is an American author and scholar known for writing children's books that introduce young readers to key events and principles in American history.
E1183813 NE FINISHED

How this triple was built (5 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: Lynne Cheney writes children's history books | Statement: [We the People: The Story of Our Constitution, authorSpecialization, Lynne Cheney writes children's history books]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lynne Cheney writes children's history books
Context triple: [We the People: The Story of Our Constitution, authorSpecialization, Lynne Cheney writes children's history books]
  • A. Elizabeth Foley
    Elizabeth Foley was an English noblewoman best known as the wife of Robert Harley, 1st Earl of Oxford and Earl Mortimer, a leading statesman in early 18th-century Britain.
  • B. First Ladies (non-fiction)
    First Ladies is a non-fiction book by Mary Margaret Truman Daniel that profiles the lives, roles, and influences of the wives of U.S. presidents.
  • C. Patience Holt
    Patience Holt was the wife of Sir Richard Arkwright, the pioneering English inventor and industrialist of the early textile factory system.
  • D. Beth Childs
    Beth Childs is a police detective and one of the central clones in the science fiction television series "Orphan Black."
  • E. Peggy Nesbitt
    Peggy Nesbitt is a Northern Irish actress best known for appearing alongside her father James Nesbitt in "The Hobbit" film series.
  • 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: Lynne Cheney writes children's history books
Triple: [We the People: The Story of Our Constitution, authorSpecialization, Lynne Cheney writes children's history books]
Generated description
Lynne Cheney is an American author and scholar known for writing children's books that introduce young readers to key events and principles in American history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lynne Cheney writes children's history books
Target entity description: Lynne Cheney is an American author and scholar known for writing children's books that introduce young readers to key events and principles in American history.
  • A. Elizabeth Foley
    Elizabeth Foley was an English noblewoman best known as the wife of Robert Harley, 1st Earl of Oxford and Earl Mortimer, a leading statesman in early 18th-century Britain.
  • B. First Ladies (non-fiction)
    First Ladies is a non-fiction book by Mary Margaret Truman Daniel that profiles the lives, roles, and influences of the wives of U.S. presidents.
  • C. Patience Holt
    Patience Holt was the wife of Sir Richard Arkwright, the pioneering English inventor and industrialist of the early textile factory system.
  • D. Beth Childs
    Beth Childs is a police detective and one of the central clones in the science fiction television series "Orphan Black."
  • E. Peggy Nesbitt
    Peggy Nesbitt is a Northern Irish actress best known for appearing alongside her father James Nesbitt in "The Hobbit" film series.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: authorSpecialization
Context triple: [We the People: The Story of Our Constitution, authorSpecialization, Lynne Cheney writes children's history books]
  • A. creatorSpecialization chosen
    Indicates the specific field, discipline, or area of expertise in which a creator primarily works or is specialized.
  • B. academicFieldOfAuthor
    Indicates the academic discipline or field in which an author conducts their scholarly work or produces publications.
  • C. authorOccupation
    Indicates the professional role or job that an author holds or is associated with.
  • D. publisherProfessionOfAuthor
    Indicates that the profession specified is the occupation or professional role of the author associated with a given publisher.
  • E. authorIsKnownFor
    Indicates that a particular author is widely recognized or notable for a specific work, genre, contribution, or characteristic.
  • F. None of above.

Provenance (6 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_69d86da686e4819097cbf3b1fc2d881d completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e17d4d08f481909f38b75e3f42d9ab completed April 17, 2026, 12:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffb05750ac81908860143f4ca26cc7 completed May 9, 2026, 10:08 p.m.
NEDg Description generation batch_69ffb110a5b88190904f763057e8eb1e completed May 9, 2026, 10:11 p.m.
NED2 Entity disambiguation (via description) batch_69ffb1a5e9b88190b790c81b9500c2ac completed May 9, 2026, 10:13 p.m.
PD Predicate disambiguation batch_69e142ca3b208190946c3aa4c1e6087c completed April 16, 2026, 8:12 p.m.
Created at: April 10, 2026, 4:52 a.m.