Triple

T13072324
Position Surface form Disambiguated ID Type / Status
Subject Shampoo Press & Curl E329485 entity
Predicate hasMember P10 FINISHED
Object Ray McCullough
Ray McCullough is a musician known for being a member of the production and songwriting collective Shampoo Press & Curl.
 E1034963 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: Ray McCullough | Statement: [Shampoo Press & Curl, hasMember, Ray McCullough]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ray McCullough
Context triple: [Shampoo Press & Curl, hasMember, Ray McCullough]
  • A. Wayne McCullough
    Wayne McCullough is a Northern Irish former professional boxer and Olympic silver medalist known for his relentless pressure style and iron chin.
  • B. Rich McCormick
    Rich McCormick is a Republican politician and former emergency room physician serving as a U.S. Representative from Georgia.
  • C. Ed McCauley
    Ed McCauley is a Canadian academic and research leader who serves as president of the University of Calgary.
  • D. Johnston McCulley
    Johnston McCulley was an American writer best known as the creator of the swashbuckling masked hero Zorro.
  • E. Ray Cusick
    Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
  • 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: Ray McCullough
Triple: [Shampoo Press & Curl, hasMember, Ray McCullough]
Generated description
Ray McCullough is a musician known for being a member of the production and songwriting collective Shampoo Press & Curl.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ray McCullough
Target entity description: Ray McCullough is a musician known for being a member of the production and songwriting collective Shampoo Press & Curl.
  • A. Wayne McCullough
    Wayne McCullough is a Northern Irish former professional boxer and Olympic silver medalist known for his relentless pressure style and iron chin.
  • B. Rich McCormick
    Rich McCormick is a Republican politician and former emergency room physician serving as a U.S. Representative from Georgia.
  • C. Ed McCauley
    Ed McCauley is a Canadian academic and research leader who serves as president of the University of Calgary.
  • D. Johnston McCulley
    Johnston McCulley was an American writer best known as the creator of the swashbuckling masked hero Zorro.
  • E. Ray Cusick
    Ray Cusick was a British designer best known for creating the iconic look of the Daleks in the long-running science fiction television series Doctor Who.
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d981160e388190bab942a2ded2903e completed April 10, 2026, 11 p.m.
NED1 Entity disambiguation (via context triple) batch_69f71f0ff20081909f277d9c8dc8b043 completed May 3, 2026, 10:10 a.m.
NEDg Description generation batch_69f720f84c7c8190b0f8de684dd67b42 completed May 3, 2026, 10:18 a.m.
NED2 Entity disambiguation (via description) batch_69f721baaf34819081113c586fae013f completed May 3, 2026, 10:21 a.m.
Created at: April 9, 2026, 9 p.m.