Triple

T674243
Position Surface form Disambiguated ID Type / Status
Subject Kraft family E13044 entity
Predicate hasMember P10 FINISHED
Object David Kraft
David Kraft is a member of the prominent Kraft family, known for its significant influence in the American food industry and philanthropy.
 E202575 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: David Kraft | Statement: [Kraft family, hasMember, David Kraft]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: David Kraft
Context triple: [Kraft family, hasMember, David Kraft]
  • A. Daniel Kraft
    Daniel Kraft is a physician-scientist, inventor, and healthcare entrepreneur known for his work in medical innovation and digital health technologies.
  • B. David Bergman
    David Bergman is a senior executive and key financial leader at Under Armour, serving as the company's Chief Financial Officer.
  • C. Richard Leibler
    Richard Leibler was an American mathematician and statistician best known for co-developing the Kullback–Leibler divergence, a fundamental concept in information theory and statistics.
  • D. David A. Newman
    David A. Newman is a screenwriter known for co-writing the hit romantic comedy film "Think Like a Man," adapted from Steve Harvey’s bestselling book.
  • E. Ray Hyman
    Ray Hyman is an American psychologist, skeptic, and prominent critic of parapsychology known for his work in scientifically investigating and debunking paranormal claims.
  • 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: David Kraft
Triple: [Kraft family, hasMember, David Kraft]
Generated description
David Kraft is a member of the prominent Kraft family, known for its significant influence in the American food industry and philanthropy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: David Kraft
Target entity description: David Kraft is a member of the prominent Kraft family, known for its significant influence in the American food industry and philanthropy.
  • A. Daniel Kraft
    Daniel Kraft is a physician-scientist, inventor, and healthcare entrepreneur known for his work in medical innovation and digital health technologies.
  • B. David Bergman
    David Bergman is a senior executive and key financial leader at Under Armour, serving as the company's Chief Financial Officer.
  • C. Richard Leibler
    Richard Leibler was an American mathematician and statistician best known for co-developing the Kullback–Leibler divergence, a fundamental concept in information theory and statistics.
  • D. David A. Newman
    David A. Newman is a screenwriter known for co-writing the hit romantic comedy film "Think Like a Man," adapted from Steve Harvey’s bestselling book.
  • E. Ray Hyman
    Ray Hyman is an American psychologist, skeptic, and prominent critic of parapsychology known for his work in scientifically investigating and debunking paranormal claims.
  • 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_69a4933d3bf88190972041cd8cf143b9 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4a02537d08190942ee5fc8c50610a completed March 1, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69adb5a4db2c8190830f3b2a707a3d32 completed March 8, 2026, 5:45 p.m.
NEDg Description generation batch_69adb9b262048190a4382a86f1c8f192 completed March 8, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_69adba2484b48190a712f29f87f9e45e completed March 8, 2026, 6:04 p.m.
Created at: March 1, 2026, 7:36 p.m.