Triple

T16675166
Position Surface form Disambiguated ID Type / Status
Subject Marco Pirroni E405198 entity
Predicate memberOf P10 FINISHED
Object The Models
The Models were a short-lived late-1970s British punk/new wave band best known for featuring guitarist Marco Pirroni before his rise to fame with Adam and the Ants.
 E1227400 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: The Models | Statement: [Marco Pirroni, memberOf, The Models]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Models
Context triple: [Marco Pirroni, memberOf, The Models]
  • A. The Models
    The Models is a large post-Impressionist painting by Georges Seurat that depicts three nude female figures in a studio, showcasing his pointillist technique and exploration of modern life.
  • B. Vivien’s Models
    Vivien’s Models is an Australian modeling agency known for representing fashion and commercial models, including talents like Courtney Eaton.
  • C. The Individuals
    The Individuals is a music production team known for crafting tracks for various hip-hop and R&B artists.
  • D. The Originators
    "The Originators" is a hip-hop track featured on DJ Khaled's album "We the Best," showcasing collaborations with prominent rap artists.
  • E. The Originators
    The Originators is a 2002 studio album by Queens hip hop duo The Beatnuts, showcasing their signature sample-heavy production and playful, hardcore lyricism.
  • 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: The Models
Triple: [Marco Pirroni, memberOf, The Models]
Generated description
The Models were a short-lived late-1970s British punk/new wave band best known for featuring guitarist Marco Pirroni before his rise to fame with Adam and the Ants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Models
Target entity description: The Models were a short-lived late-1970s British punk/new wave band best known for featuring guitarist Marco Pirroni before his rise to fame with Adam and the Ants.
  • A. The Models
    The Models is a large post-Impressionist painting by Georges Seurat that depicts three nude female figures in a studio, showcasing his pointillist technique and exploration of modern life.
  • B. Vivien’s Models
    Vivien’s Models is an Australian modeling agency known for representing fashion and commercial models, including talents like Courtney Eaton.
  • C. The Individuals
    The Individuals is a music production team known for crafting tracks for various hip-hop and R&B artists.
  • D. The Originators
    "The Originators" is a hip-hop track featured on DJ Khaled's album "We the Best," showcasing collaborations with prominent rap artists.
  • E. The Originators
    The Originators is a 2002 studio album by Queens hip hop duo The Beatnuts, showcasing their signature sample-heavy production and playful, hardcore lyricism.
  • 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_69d8838c28748190b3f5967c743940ab completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37d6a1960819098c5e3385693a87a completed April 18, 2026, 12:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a008a3ab8b481908b333b6a556a58d5 completed May 10, 2026, 1:38 p.m.
NEDg Description generation batch_6a008ad087b08190b725382c68687a15 completed May 10, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_6a008ba8227881908b1ac6e30d2e7c32 completed May 10, 2026, 1:44 p.m.
Created at: April 10, 2026, 5:19 a.m.