Triple

T20347097
Position Surface form Disambiguated ID Type / Status
Subject Blah-Blah-Blah E495899 entity
Predicate associatedPerformer P1363 FINISHED
Object Kevin Armstrong
Kevin Armstrong is a British guitarist and producer best known for his session and touring work with artists such as David Bowie and Iggy Pop.
 E1425524 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: Kevin Armstrong | Statement: [Blah-Blah-Blah, associatedPerformer, Kevin Armstrong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kevin Armstrong
Context triple: [Blah-Blah-Blah, associatedPerformer, Kevin Armstrong]
  • A. David Armstrong
    David Armstrong is a relatively common personal name shared by various individuals across fields such as sports, academia, and the arts.
  • B. Craig Armstrong
    Craig Armstrong is a television producer best known for his work as an executive producer on popular reality and home-renovation series.
  • C. Craig Armstrong
    Craig Armstrong is a Scottish composer and arranger renowned for his emotive film scores and orchestral works, including music for major films such as "Love Actually," "Moulin Rouge!" and "The Great Gatsby."
  • D. Scot Armstrong
    Scot Armstrong is an American screenwriter and producer known for his work on hit comedy films such as "Old School," "Road Trip," and "The Hangover Part II."
  • E. Ben Armstrong
    Ben Armstrong is an American musician best known as the bassist for the indie rock band Commander Venus.
  • 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: Kevin Armstrong
Triple: [Blah-Blah-Blah, associatedPerformer, Kevin Armstrong]
Generated description
Kevin Armstrong is a British guitarist and producer best known for his session and touring work with artists such as David Bowie and Iggy Pop.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kevin Armstrong
Target entity description: Kevin Armstrong is a British guitarist and producer best known for his session and touring work with artists such as David Bowie and Iggy Pop.
  • A. David Armstrong
    David Armstrong is a relatively common personal name shared by various individuals across fields such as sports, academia, and the arts.
  • B. Craig Armstrong
    Craig Armstrong is a television producer best known for his work as an executive producer on popular reality and home-renovation series.
  • C. Craig Armstrong
    Craig Armstrong is a Scottish composer and arranger renowned for his emotive film scores and orchestral works, including music for major films such as "Love Actually," "Moulin Rouge!" and "The Great Gatsby."
  • D. Scot Armstrong
    Scot Armstrong is an American screenwriter and producer known for his work on hit comedy films such as "Old School," "Road Trip," and "The Hangover Part II."
  • E. Ben Armstrong
    Ben Armstrong is an American musician best known as the bassist for the indie rock band Commander Venus.
  • 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_69e0b4a3320881909495ae8bc30bc2dc completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67839e7b48190876ce7133a20c65b completed April 20, 2026, 7:02 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08696353608190adf7492e6c5377f9 completed May 16, 2026, 12:56 p.m.
NEDg Description generation batch_6a0869b998108190a5c6652c2f5f2f5d completed May 16, 2026, 12:57 p.m.
NED2 Entity disambiguation (via description) batch_6a086a6812a08190b4594fa9b6054355 completed May 16, 2026, 1 p.m.
Created at: April 16, 2026, 11:24 a.m.