Triple

T8777599
Position Surface form Disambiguated ID Type / Status
Subject P-Nut E208632 entity
Predicate birthName P65 FINISHED
Object Aaron Charles Wills
Aaron Charles Wills, better known by his stage name P-Nut, is the bassist for the American rock band 311.
 E757026 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: Aaron Charles Wills | Statement: [P-Nut, birthName, Aaron Charles Wills]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Aaron Charles Wills
Context triple: [P-Nut, birthName, Aaron Charles Wills]
  • A. Howard Andrew Williams
    Howard Andrew Williams, better known as Andy Williams, was an American pop singer famed for his smooth voice and timeless recordings of songs like "Moon River."
  • B. Jonathan Williams
    Jonathan Williams was an early American military engineer and officer who served as the first superintendent of the United States Military Academy at West Point.
  • C. Jonathan Williams
    Jonathan Williams was an American poet, publisher, and founder of the Jargon Society, closely associated with the experimental Black Mountain poetry movement.
  • D. Adam Richard Wiles
    Adam Richard Wiles is a Scottish DJ, record producer, singer, and songwriter best known professionally as Calvin Harris, one of the world’s most successful electronic dance music artists.
  • E. James Wilby
    James Wilby is an English actor known for his roles in period dramas and acclaimed British films such as "Maurice" and "Howards End."
  • 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: Aaron Charles Wills
Triple: [P-Nut, birthName, Aaron Charles Wills]
Generated description
Aaron Charles Wills, better known by his stage name P-Nut, is the bassist for the American rock band 311.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Aaron Charles Wills
Target entity description: Aaron Charles Wills, better known by his stage name P-Nut, is the bassist for the American rock band 311.
  • A. Howard Andrew Williams
    Howard Andrew Williams, better known as Andy Williams, was an American pop singer famed for his smooth voice and timeless recordings of songs like "Moon River."
  • B. Jonathan Williams
    Jonathan Williams was an early American military engineer and officer who served as the first superintendent of the United States Military Academy at West Point.
  • C. Jonathan Williams
    Jonathan Williams was an American poet, publisher, and founder of the Jargon Society, closely associated with the experimental Black Mountain poetry movement.
  • D. Adam Richard Wiles
    Adam Richard Wiles is a Scottish DJ, record producer, singer, and songwriter best known professionally as Calvin Harris, one of the world’s most successful electronic dance music artists.
  • E. James Wilby
    James Wilby is an English actor known for his roles in period dramas and acclaimed British films such as "Maurice" and "Howards End."
  • 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_69ca835fbee88190bf625939bac48d7f completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f51b3d48190b542a0423d3938e0 completed March 31, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf51d69af481909245ca327f36e9c2 completed April 3, 2026, 5:36 a.m.
NEDg Description generation batch_69cf545edf648190bb7d79a75cd9ba99 completed April 3, 2026, 5:47 a.m.
NED2 Entity disambiguation (via description) batch_69cf5513f894819087a2c39142d597b4 completed April 3, 2026, 5:50 a.m.
Created at: March 30, 2026, 6:42 p.m.