Triple

T21045265
Position Surface form Disambiguated ID Type / Status
Subject Cliff Barrows E518430 entity
Predicate spouse P13 FINISHED
Object Ann Barrows
Ann Barrows is known as the wife of longtime Billy Graham associate and music director Cliff Barrows.
 E1463284 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: Ann Barrows | Statement: [Cliff Barrows, spouse, Ann Barrows]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ann Barrows
Context triple: [Cliff Barrows, spouse, Ann Barrows]
  • A. Patricia Terrill
    Patricia Terrill is a central female character in the 1958 Western film "The Big Country," known for her romantic involvement with James McKay and her role in the story’s frontier family conflict.
  • B. Ann C. Crispin
    Ann C. Crispin was an American science fiction and tie-in novelist best known for her Star Trek and Star Wars books and for co-founding the writers’ advocacy group Writer Beware.
  • C. Nancy Springer
    Nancy Springer is an American author best known for her mystery novels, including the Enola Holmes series that reimagines Sherlock Holmes’s younger sister as a teenage detective.
  • D. P. J. Brown
    P. J. Brown is a former American professional basketball player best known for his long NBA career as a defensive-minded power forward and center.
  • E. Joyce Harris
    Joyce Harris is known as the mother of former Major League Baseball pitcher Dontrelle Willis.
  • 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: Ann Barrows
Triple: [Cliff Barrows, spouse, Ann Barrows]
Generated description
Ann Barrows is known as the wife of longtime Billy Graham associate and music director Cliff Barrows.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ann Barrows
Target entity description: Ann Barrows is known as the wife of longtime Billy Graham associate and music director Cliff Barrows.
  • A. Patricia Terrill
    Patricia Terrill is a central female character in the 1958 Western film "The Big Country," known for her romantic involvement with James McKay and her role in the story’s frontier family conflict.
  • B. Ann C. Crispin
    Ann C. Crispin was an American science fiction and tie-in novelist best known for her Star Trek and Star Wars books and for co-founding the writers’ advocacy group Writer Beware.
  • C. Nancy Springer
    Nancy Springer is an American author best known for her mystery novels, including the Enola Holmes series that reimagines Sherlock Holmes’s younger sister as a teenage detective.
  • D. P. J. Brown
    P. J. Brown is a former American professional basketball player best known for his long NBA career as a defensive-minded power forward and center.
  • E. Joyce Harris
    Joyce Harris is known as the mother of former Major League Baseball pitcher Dontrelle Willis.
  • 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_69e0b50438e08190917e2538bb8bc034 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fcf3cac081909915a440fbb5c084 completed April 21, 2026, 4:28 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09475512b081908ceb38a118b0f026 completed May 17, 2026, 4:43 a.m.
NEDg Description generation batch_6a09489e80288190b401d11ccde39dc1 completed May 17, 2026, 4:48 a.m.
NED2 Entity disambiguation (via description) batch_6a094995d5bc8190b25d328dbf06b8b1 completed May 17, 2026, 4:52 a.m.
Created at: April 16, 2026, 2:32 p.m.