Triple

T9471004
Position Surface form Disambiguated ID Type / Status
Subject Sam Walton E228387 entity
Predicate child P120 FINISHED
Object John Walton
John Walton is one of the sons of Sam Walton, the founder of Walmart and Sam’s Club.
 E800200 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: John Walton | Statement: [Sam Walton, child, John Walton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Walton
Context triple: [Sam Walton, child, John Walton]
  • A. John Walton Sr.
    John Walton Sr. is the hardworking, principled Depression-era family patriarch from the television series "The Waltons."
  • B. John B. Walton
    John B. Walton was a Confederate artillery officer best known for commanding the Washington Artillery of New Orleans during the American Civil War.
  • C. Gene L. Coon
    Gene L. Coon was an American television writer and producer best known for his influential work on the original Star Trek series, where he helped shape much of its mythology and tone.
  • D. Walter Russell Lambuth
    Walter Russell Lambuth was an American Methodist missionary and bishop known for his pioneering work in Christian education and church planting in Asia, including helping establish institutions such as Kwansei Gakuin University in Japan.
  • E. George Smith
    George Smith was a 19th-century British Assyriologist best known for discovering and translating the Epic of Gilgamesh from cuneiform tablets.
  • 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: John Walton
Triple: [Sam Walton, child, John Walton]
Generated description
John Walton is one of the sons of Sam Walton, the founder of Walmart and Sam’s Club.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Walton
Target entity description: John Walton is one of the sons of Sam Walton, the founder of Walmart and Sam’s Club.
  • A. John Walton Sr.
    John Walton Sr. is the hardworking, principled Depression-era family patriarch from the television series "The Waltons."
  • B. John B. Walton
    John B. Walton was a Confederate artillery officer best known for commanding the Washington Artillery of New Orleans during the American Civil War.
  • C. Gene L. Coon
    Gene L. Coon was an American television writer and producer best known for his influential work on the original Star Trek series, where he helped shape much of its mythology and tone.
  • D. Walter Russell Lambuth
    Walter Russell Lambuth was an American Methodist missionary and bishop known for his pioneering work in Christian education and church planting in Asia, including helping establish institutions such as Kwansei Gakuin University in Japan.
  • E. George Smith
    George Smith was a 19th-century British Assyriologist best known for discovering and translating the Epic of Gilgamesh from cuneiform tablets.
  • 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_69ca847162c48190b079076c9595513c completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7fee13a88190b4532fb92ddaf401 completed April 1, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69d122cd0728819088f6c832cd90d832 completed April 4, 2026, 2:40 p.m.
NEDg Description generation batch_69d12350baa08190b08f619391acbd75 completed April 4, 2026, 2:42 p.m.
NED2 Entity disambiguation (via description) batch_69d123af901c819098bb1401846f0daf completed April 4, 2026, 2:43 p.m.
Created at: March 30, 2026, 7:53 p.m.