Triple

T21369017
Position Surface form Disambiguated ID Type / Status
Subject Stephen P. Graham E527000 entity
Predicate memberOf P10 FINISHED
Object Graham family
The Graham family is a prominent American family known for its influential roles in business, finance, and public life across multiple generations.
 E84114 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: Graham family | Statement: [Stephen P. Graham, memberOf, Graham family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Graham family
Context triple: [Stephen P. Graham, memberOf, Graham family]
  • A. Graham family
    The Graham family is a prominent Scottish noble lineage that produced influential lords and earls, including holders of the Earldom of Menteith.
  • B. Graham family
    The Graham family is an influential American media dynasty best known for its long-time leadership and stewardship of The Washington Post.
  • C. Graham family
    The Graham family is the central, increasingly tormented household at the heart of the horror film "Hereditary," around whom the story’s tragic and supernatural events unfold.
  • D. Keith family
    The Keith family is an American family historically associated with businessman and railroad entrepreneur Minor C. Keith and his influential role in the development of Central American railways and the banana trade.
  • E. Gordon family
    The Gordon family is a prominent Scottish noble lineage historically headed by the Marquess of Huntly and influential in the politics and society of northeast Scotland.
  • 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: Graham family
Triple: [Stephen P. Graham, memberOf, Graham family]
Generated description
The Graham family is a prominent American family known for its influential roles in business, finance, and public life across multiple generations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Graham family
Target entity description: The Graham family is a prominent American family known for its influential roles in business, finance, and public life across multiple generations.
  • A. Graham family chosen
    The Graham family is an influential American media dynasty best known for its long-time leadership and stewardship of The Washington Post.
  • B. Graham family
    The Graham family is a prominent Scottish noble lineage that produced influential lords and earls, including holders of the Earldom of Menteith.
  • C. Graham family
    The Graham family is the central, increasingly tormented household at the heart of the horror film "Hereditary," around whom the story’s tragic and supernatural events unfold.
  • D. Keith family
    The Keith family is an American family historically associated with businessman and railroad entrepreneur Minor C. Keith and his influential role in the development of Central American railways and the banana trade.
  • E. Gordon family
    The Gordon family is a prominent Scottish noble lineage historically headed by the Marquess of Huntly and influential in the politics and society of northeast Scotland.
  • F. None of above.

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_69e0b51e80808190ba5cb05667af02a9 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69ee5bb031988190ae587730a2131a50 completed April 26, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09ad6e67c88190b8152ce0bcd77f1c completed May 17, 2026, 11:58 a.m.
NEDg Description generation batch_6a09ae6c7ce481908021fecbc181bb93 completed May 17, 2026, 12:02 p.m.
NED2 Entity disambiguation (via description) batch_6a09aedbc2dc8190914e279d6425fa50 completed May 17, 2026, 12:04 p.m.
Created at: April 16, 2026, 5:09 p.m.