Triple

T11650750
Position Surface form Disambiguated ID Type / Status
Subject Schultz Family Foundation E276896 entity
Predicate foundedBy P104 FINISHED
Object Schultz family
The Schultz family is a prominent American family best known for its philanthropic work and business leadership, including co-founding and supporting the Schultz Family Foundation.
 E938964 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: Schultz family | Statement: [Schultz Family Foundation, foundedBy, Schultz family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Schultz family
Context triple: [Schultz Family Foundation, foundedBy, Schultz family]
  • A. Schueller family
    The Schueller family is a prominent French dynasty best known for founding and controlling the L'Oréal cosmetics empire and for its major philanthropic influence.
  • B. Schneider family
    The Schneider family was a prominent French industrial dynasty that built a major steel and armaments empire in the 19th and 20th centuries.
  • C. Tannen family
    The Tannen family is a fictional lineage of antagonistic characters appearing across multiple generations in the "Back to the Future" film series.
  • D. Walker family
    The Walker family is a prominent American political and business dynasty closely connected to the Bush family through generations of influence and public service.
  • E. Walker family
    The Walker family is the central fictional family in the television drama series "Brothers & Sisters," around whom the show's personal and political storylines revolve.
  • 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: Schultz family
Triple: [Schultz Family Foundation, foundedBy, Schultz family]
Generated description
The Schultz family is a prominent American family best known for its philanthropic work and business leadership, including co-founding and supporting the Schultz Family Foundation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Schultz family
Target entity description: The Schultz family is a prominent American family best known for its philanthropic work and business leadership, including co-founding and supporting the Schultz Family Foundation.
  • A. Schueller family
    The Schueller family is a prominent French dynasty best known for founding and controlling the L'Oréal cosmetics empire and for its major philanthropic influence.
  • B. Schneider family
    The Schneider family was a prominent French industrial dynasty that built a major steel and armaments empire in the 19th and 20th centuries.
  • C. Tannen family
    The Tannen family is a fictional lineage of antagonistic characters appearing across multiple generations in the "Back to the Future" film series.
  • D. Walker family
    The Walker family is the central fictional family in the television drama series "Brothers & Sisters," around whom the show's personal and political storylines revolve.
  • E. Walker family
    The Walker family is a prominent American political and business dynasty closely connected to the Bush family through generations of influence and public service.
  • 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_69d6aafbb3c081908a9cdb4ecb8d981d completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a2cea9308190a13f7dd995ea07a4 completed April 10, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ee8805a91081909ff29b3357e351ee completed April 26, 2026, 9:47 p.m.
NEDg Description generation batch_69eeb314eef0819091a949bbfc820ee9 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eee9a79d348190bb3e15f0d37b9d57 completed April 27, 2026, 4:44 a.m.
Created at: April 8, 2026, 9:39 p.m.