Triple

T9879160
Position Surface form Disambiguated ID Type / Status
Subject Cater 2 U E240156 entity
Predicate writer P1360 FINISHED
Object Robert Waller
Robert Waller is a songwriter best known for co-writing Destiny's Child's hit ballad "Cater 2 U."
 E826612 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: Robert Waller | Statement: [Cater 2 U, writer, Robert Waller]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert Waller
Context triple: [Cater 2 U, writer, Robert Waller]
  • A. Robert James Waller
    Robert James Waller was an American author and photographer best known for writing the bestselling romantic novel "The Bridges of Madison County."
  • B. Alex Reiger
    Alex Reiger is the level-headed, philosophical cab driver who serves as the central character in the classic television sitcom "Taxi."
  • C. George Hackathorne
    George Hackathorne was an American silent film actor active in the 1910s and 1920s, known for his roles in early Hollywood productions.
  • D. John Black
    John Black is a television director best known for his work on the Doctor Who spin-off special "K-9 and Company."
  • E. John Black
    John Black is a cryptographer and computer scientist known for his research in symmetric-key cryptography and collaboration with fellow cryptographer Phillip Rogaway.
  • 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: Robert Waller
Triple: [Cater 2 U, writer, Robert Waller]
Generated description
Robert Waller is a songwriter best known for co-writing Destiny's Child's hit ballad "Cater 2 U."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert Waller
Target entity description: Robert Waller is a songwriter best known for co-writing Destiny's Child's hit ballad "Cater 2 U."
  • A. Robert James Waller
    Robert James Waller was an American author and photographer best known for writing the bestselling romantic novel "The Bridges of Madison County."
  • B. Alex Reiger
    Alex Reiger is the level-headed, philosophical cab driver who serves as the central character in the classic television sitcom "Taxi."
  • C. George Hackathorne
    George Hackathorne was an American silent film actor active in the 1910s and 1920s, known for his roles in early Hollywood productions.
  • D. John Black
    John Black is a television director best known for his work on the Doctor Who spin-off special "K-9 and Company."
  • E. John Black
    John Black is a cryptographer and computer scientist known for his research in symmetric-key cryptography and collaboration with fellow cryptographer Phillip Rogaway.
  • 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_69ca84e8a0788190b9061811d50fd554 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb4135c108190b3330e929509699d completed April 2, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1e480ead08190992eb43ea3eac38b completed April 5, 2026, 4:26 a.m.
NEDg Description generation batch_69d1e5d0da7081908e14fe4bc6623ea5 completed April 5, 2026, 4:32 a.m.
NED2 Entity disambiguation (via description) batch_69d1e6af89f88190abe63f8172182f58 completed April 5, 2026, 4:35 a.m.
Created at: March 30, 2026, 8:37 p.m.