Triple

T5676473
Position Surface form Disambiguated ID Type / Status
Subject Entourage E125097 entity
Predicate executiveProducer P7225 FINISHED
Object Rob Weiss
Rob Weiss is an American television and film producer, writer, and director best known for his work on the HBO series "Entourage."
 E538195 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: Rob Weiss | Statement: [Entourage, executiveProducer, Rob Weiss]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rob Weiss
Context triple: [Entourage, executiveProducer, Rob Weiss]
  • A. Robert Weiss
    Robert Weiss is a relatively common personal name shared by multiple individuals across various professions, including the arts, sciences, and public life.
  • B. Michael Weiss
    Michael Weiss is a common personal name shared by multiple notable individuals across fields such as journalism, sports, and the arts.
  • C. Andrew Weiss
    Andrew Weiss is a notable individual whose specific prominence or field of recognition is not clearly identifiable from the given information alone.
  • D. John Weiss
    John Weiss is a relatively obscure individual whose specific notability is not clearly established from the given information.
  • E. Steve Weissman
    Steve Weissman is an American political activist and writer best known for his leadership role in the 1964 Berkeley Free Speech Movement.
  • 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: Rob Weiss
Triple: [Entourage, executiveProducer, Rob Weiss]
Generated description
Rob Weiss is an American television and film producer, writer, and director best known for his work on the HBO series "Entourage."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rob Weiss
Target entity description: Rob Weiss is an American television and film producer, writer, and director best known for his work on the HBO series "Entourage."
  • A. Robert Weiss
    Robert Weiss is a relatively common personal name shared by multiple individuals across various professions, including the arts, sciences, and public life.
  • B. Michael Weiss
    Michael Weiss is a common personal name shared by multiple notable individuals across fields such as journalism, sports, and the arts.
  • C. Andrew Weiss
    Andrew Weiss is a notable individual whose specific prominence or field of recognition is not clearly identifiable from the given information alone.
  • D. John Weiss
    John Weiss is a relatively obscure individual whose specific notability is not clearly established from the given information.
  • E. Steve Weissman
    Steve Weissman is an American political activist and writer best known for his leadership role in the 1964 Berkeley Free Speech Movement.
  • 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_69c008295c808190acfe78915e7d656a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c023728f488190a3622844d78caa13 completed March 22, 2026, 5:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04dbbbe9081908d1915b898722c18 completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c04ee0ee6c81908f5959bdba54a7ec completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04fb8ddfc8190a95b86972e659403 completed March 22, 2026, 8:23 p.m.
Created at: March 22, 2026, 3:43 p.m.