Triple

T6463072
Position Surface form Disambiguated ID Type / Status
Subject What These Bitches Want E142167 entity
Predicate writer P1360 FINISHED
Object Edward Hinson
Edward Hinson is a songwriter best known for his work on the DMX track "What These Bitches Want."
 E595295 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: Edward Hinson | Statement: [What These Bitches Want, writer, Edward Hinson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Edward Hinson
Context triple: [What These Bitches Want, writer, Edward Hinson]
  • A. Edward Hinson
    Edward Hinson is a songwriter best known for his work on the track "What's My Name?".
  • B. Richard Hamlett
    Richard Hamlett is an American real estate developer best known for his marriage to actress and singer Debbie Reynolds.
  • C. Edward A. Merritt
    Edward A. Merritt was an American political figure who served as a prominent federal customs official in New York during the late 19th century.
  • D. Tim Smith
    Tim Smith is a former British Conservative Party politician who served as a Member of Parliament in the late 20th century.
  • E. Ben Hanscom
    Ben Hanscom is one of the central members of the Losers' Club in Stephen King's horror novel "It," known for his intelligence, kindness, and pivotal role in confronting the creature terrorizing Derry.
  • 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: Edward Hinson
Triple: [What These Bitches Want, writer, Edward Hinson]
Generated description
Edward Hinson is a songwriter best known for his work on the DMX track "What These Bitches Want."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Edward Hinson
Target entity description: Edward Hinson is a songwriter best known for his work on the DMX track "What These Bitches Want."
  • A. Edward Hinson chosen
    Edward Hinson is a songwriter best known for his work on the track "What's My Name?".
  • B. Richard Hamlett
    Richard Hamlett is an American real estate developer best known for his marriage to actress and singer Debbie Reynolds.
  • C. Edward A. Merritt
    Edward A. Merritt was an American political figure who served as a prominent federal customs official in New York during the late 19th century.
  • D. Tim Smith
    Tim Smith is a former British Conservative Party politician who served as a Member of Parliament in the late 20th century.
  • E. Ben Hanscom
    Ben Hanscom is one of the central members of the Losers' Club in Stephen King's horror novel "It," known for his intelligence, kindness, and pivotal role in confronting the creature terrorizing Derry.
  • F. None of above.

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_69c008d2f91c8190a8178767a35e08fc completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c069f7e5908190ae4d8da2b14d274f completed March 22, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c65fce95008190b821aafdddbe8296 completed March 27, 2026, 10:45 a.m.
NEDg Description generation batch_69c660e0c6b48190bba7162153af6d80 completed March 27, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_69c6613a3d1881908a93ffdf3e98ee98 completed March 27, 2026, 10:51 a.m.
Created at: March 22, 2026, 4:49 p.m.