Triple

T10090623
Position Surface form Disambiguated ID Type / Status
Subject B. P. Schulberg E215332 entity
Predicate familyName P18 FINISHED
Object Schulberg
Schulberg is a surname most notably associated with a family of American film producers and writers active in Hollywood during the early to mid-20th century.
 E840937 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: Schulberg | Statement: [B. P. Schulberg, familyName, Schulberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Schulberg
Context triple: [B. P. Schulberg, familyName, Schulberg]
  • A. Schönberg
    Schönberg is a residential district of the town of Kronberg im Taunus in the Hochtaunus region of Hesse, Germany.
  • B. Schönberg
    Schönberg is a village in the municipality of St. Vith in the German-speaking region of eastern Belgium.
  • C. Schönberg
    Schönberg is the surname of French composer and record producer Claude-Michel Schönberg, best known for co-creating the hit musicals Les Misérables and Miss Saigon.
  • D. Silverberg
    Silverberg is a surname most notably associated with American science fiction author Robert Silverberg.
  • E. Schatzberg
    Schatzberg is a surname most notably associated with Jerry Schatzberg, an American photographer and film director known for works like "Panic in Needle Park" and "Scarecrow."
  • 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: Schulberg
Triple: [B. P. Schulberg, familyName, Schulberg]
Generated description
Schulberg is a surname most notably associated with a family of American film producers and writers active in Hollywood during the early to mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Schulberg
Target entity description: Schulberg is a surname most notably associated with a family of American film producers and writers active in Hollywood during the early to mid-20th century.
  • A. Schönberg
    Schönberg is a residential district of the town of Kronberg im Taunus in the Hochtaunus region of Hesse, Germany.
  • B. Schönberg
    Schönberg is a village in the municipality of St. Vith in the German-speaking region of eastern Belgium.
  • C. Schönberg
    Schönberg is the surname of French composer and record producer Claude-Michel Schönberg, best known for co-creating the hit musicals Les Misérables and Miss Saigon.
  • D. Silverberg
    Silverberg is a surname most notably associated with American science fiction author Robert Silverberg.
  • E. Schatzberg
    Schatzberg is a surname most notably associated with Jerry Schatzberg, an American photographer and film director known for works like "Panic in Needle Park" and "Scarecrow."
  • 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_69ca83a1eed081908b2e9580f2ebeea7 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cdd05960008190baecb8e4c9f2461f completed April 2, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b6a587e0819093f38d5e69db43ec completed April 5, 2026, 7:23 p.m.
NEDg Description generation batch_69d2b7901ea08190a48e984356bd3d71 completed April 5, 2026, 7:27 p.m.
NED2 Entity disambiguation (via description) batch_69d2b8813f9c8190a85462efb7a0a517 completed April 5, 2026, 7:31 p.m.
Created at: March 30, 2026, 9:01 p.m.