Triple

T7231309
Position Surface form Disambiguated ID Type / Status
Subject John G. Heyburn II E154907 entity
Predicate spouse P13 FINISHED
Object Rebecca Heyburn
Rebecca Heyburn is known as the wife of the late U.S. federal judge John G. Heyburn II.
 E669408 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: Rebecca Heyburn | Statement: [John G. Heyburn II, spouse, Rebecca Heyburn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rebecca Heyburn
Context triple: [John G. Heyburn II, spouse, Rebecca Heyburn]
  • A. Rebecca Yeldham
    Rebecca Yeldham is a film producer known for her work on acclaimed independent and international films, including the adaptation of "The Kite Runner."
  • B. Rebecca Cottrell
    Rebecca Cottrell is the wife of Stephen Cottrell, the Archbishop of York in the Church of England.
  • C. Rebecca Howe
    Rebecca Howe is a fictional character on the sitcom "Cheers," known as the ambitious and often neurotic bar manager who replaces Diane Chambers.
  • D. Rebecca Randall
    Rebecca Randall is the spirited young heroine of the classic American children's story "Rebecca of Sunnybrook Farm," known for her optimism and resilience.
  • E. Rebecca McGuinness
    Rebecca McGuinness is known as the wife of renowned English motorcycle road racer John McGuinness.
  • 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: Rebecca Heyburn
Triple: [John G. Heyburn II, spouse, Rebecca Heyburn]
Generated description
Rebecca Heyburn is known as the wife of the late U.S. federal judge John G. Heyburn II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rebecca Heyburn
Target entity description: Rebecca Heyburn is known as the wife of the late U.S. federal judge John G. Heyburn II.
  • A. Rebecca Yeldham
    Rebecca Yeldham is a film producer known for her work on acclaimed independent and international films, including the adaptation of "The Kite Runner."
  • B. Rebecca Cottrell
    Rebecca Cottrell is the wife of Stephen Cottrell, the Archbishop of York in the Church of England.
  • C. Rebecca Howe
    Rebecca Howe is a fictional character on the sitcom "Cheers," known as the ambitious and often neurotic bar manager who replaces Diane Chambers.
  • D. Rebecca Randall
    Rebecca Randall is the spirited young heroine of the classic American children's story "Rebecca of Sunnybrook Farm," known for her optimism and resilience.
  • E. Rebecca McGuinness
    Rebecca McGuinness is known as the wife of renowned English motorcycle road racer John McGuinness.
  • 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_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea0f09648190b285993556f704d5 completed March 27, 2026, 8:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c845df01dc8190ac219c0bb87bd83c completed March 28, 2026, 9:19 p.m.
NEDg Description generation batch_69c846b326088190b93a32c70bcc97ca completed March 28, 2026, 9:22 p.m.
NED2 Entity disambiguation (via description) batch_69c8479490688190bc56b5a21d779b18 completed March 28, 2026, 9:26 p.m.
Created at: March 27, 2026, 2:54 p.m.