Triple

T2082993
Position Surface form Disambiguated ID Type / Status
Subject Louise Slaughter E45284 entity
Predicate spouse P13 FINISHED
Object Robert Slaughter
Robert Slaughter was the husband of longtime U.S. Representative Louise Slaughter.
 E232264 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 Slaughter | Statement: [Louise Slaughter, spouse, Robert Slaughter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Robert Slaughter
Context triple: [Louise Slaughter, spouse, Robert Slaughter]
  • A. Curtis Stigers
    Curtis Stigers is an American jazz and soul-influenced singer, saxophonist, and songwriter known for his early 1990s pop hits and later critically acclaimed jazz recordings.
  • B. Mick Rogers
    Mick Rogers is an Australian former professional road cyclist known for his time-trialling strength and multiple world championship titles in the team time trial.
  • C. Brian Aldridge
    Brian Aldridge is a fictional character from the long-running BBC Radio 4 soap opera "The Archers," known as a wealthy and sometimes controversial farmer and landowner in the series.
  • D. Deryck Guyler
    Deryck Guyler was a British character actor and comedian best known for his roles in mid-20th-century radio and television sitcoms.
  • E. Jeff Fager
    Jeff Fager is an American television producer best known for leading and shaping the long-running CBS news magazine program "60 Minutes."
  • 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 Slaughter
Triple: [Louise Slaughter, spouse, Robert Slaughter]
Generated description
Robert Slaughter was the husband of longtime U.S. Representative Louise Slaughter.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Robert Slaughter
Target entity description: Robert Slaughter was the husband of longtime U.S. Representative Louise Slaughter.
  • A. Curtis Stigers
    Curtis Stigers is an American jazz and soul-influenced singer, saxophonist, and songwriter known for his early 1990s pop hits and later critically acclaimed jazz recordings.
  • B. Mick Rogers
    Mick Rogers is an Australian former professional road cyclist known for his time-trialling strength and multiple world championship titles in the team time trial.
  • C. Brian Aldridge
    Brian Aldridge is a fictional character from the long-running BBC Radio 4 soap opera "The Archers," known as a wealthy and sometimes controversial farmer and landowner in the series.
  • D. Deryck Guyler
    Deryck Guyler was a British character actor and comedian best known for his roles in mid-20th-century radio and television sitcoms.
  • E. Jeff Fager
    Jeff Fager is an American television producer best known for leading and shaping the long-running CBS news magazine program "60 Minutes."
  • 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba5097ac8190a723a8af2982238c completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae273d3f5881909fa6d935fa85c225 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae2a5767388190b16c0d2ce3af647c completed March 9, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69ae2b5ff1b88190a9754f0e892b6607 completed March 9, 2026, 2:07 a.m.
Created at: March 4, 2026, 7:41 p.m.