Triple

T6463069
Position Surface form Disambiguated ID Type / Status
Subject What These Bitches Want E142167 entity
Predicate writer P1360 FINISHED
Object Mark Andrews
Mark Andrews is a songwriter best known for co-writing the DMX track "What These Bitches Want."
 E594354 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: Mark Andrews | Statement: [What These Bitches Want, writer, Mark Andrews]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mark Andrews
Context triple: [What These Bitches Want, writer, Mark Andrews]
  • A. Mark Andrews
    Mark Andrews is an American filmmaker best known for co-directing Pixar’s Academy Award–winning animated feature "Brave."
  • B. Jerome Tang
    Jerome Tang is an American college basketball coach best known for revitalizing the Kansas State Wildcats men's basketball program after a long tenure as an assistant at Baylor.
  • C. Earl Thomas
    Earl Thomas is a former NFL free safety best known as a cornerstone of the Seattle Seahawks' "Legion of Boom" defense and a key contributor to their Super Bowl XLVIII championship.
  • D. Drew Alexander
    Drew Alexander is one of the children of Lamar Alexander, the American politician and former U.S. senator from Tennessee.
  • E. Jackson Graham
    Jackson Graham was an American civil engineer and U.S. Army officer who became the first general manager of the Washington Metropolitan Area Transit Authority (WMATA).
  • 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: Mark Andrews
Triple: [What These Bitches Want, writer, Mark Andrews]
Generated description
Mark Andrews is a songwriter best known for co-writing the DMX track "What These Bitches Want."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mark Andrews
Target entity description: Mark Andrews is a songwriter best known for co-writing the DMX track "What These Bitches Want."
  • A. Mark Andrews
    Mark Andrews is an American filmmaker best known for co-directing Pixar’s Academy Award–winning animated feature "Brave."
  • B. Jerome Tang
    Jerome Tang is an American college basketball coach best known for revitalizing the Kansas State Wildcats men's basketball program after a long tenure as an assistant at Baylor.
  • C. Earl Thomas
    Earl Thomas is a former NFL free safety best known as a cornerstone of the Seattle Seahawks' "Legion of Boom" defense and a key contributor to their Super Bowl XLVIII championship.
  • D. Drew Alexander
    Drew Alexander is one of the children of Lamar Alexander, the American politician and former U.S. senator from Tennessee.
  • E. Jackson Graham
    Jackson Graham was an American civil engineer and U.S. Army officer who became the first general manager of the Washington Metropolitan Area Transit Authority (WMATA).
  • 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_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_69c64be4e6888190a685f447e9950163 completed March 27, 2026, 9:20 a.m.
NEDg Description generation batch_69c64e4413f481908561a86bc9a9b0b2 completed March 27, 2026, 9:30 a.m.
NED2 Entity disambiguation (via description) batch_69c64ec0d40881908fda2e994f0f6ed5 completed March 27, 2026, 9:32 a.m.
Created at: March 22, 2026, 4:49 p.m.