Triple

T4263991
Position Surface form Disambiguated ID Type / Status
Subject Laura (What's He Got That I Ain't Got) E96177 entity
Predicate writer P1360 FINISHED
Object Margie Singleton
Margie Singleton is an American country music singer and songwriter known for her solo work, duets, and contributions to 1960s Nashville recordings.
E427517 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: Margie Singleton | Statement: [Laura (What's He Got That I Ain't Got), writer, Margie Singleton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margie Singleton
Context triple: [Laura (What's He Got That I Ain't Got), writer, Margie Singleton]
  • A. Margie Willett
    Margie Willett was the first wife of American actor and comedian Dick Van Dyke, with whom she was married for over three decades before their divorce in the early 1980s.
  • B. Evelyn Killebrew
    Evelyn Killebrew is best known as one of the former wives of American comedian and actor Redd Foxx.
  • C. Arvilla Knight
    Arvilla Knight was the wife of California Governor Goodwin Knight and served as the state's First Lady during his administration.
  • D. Shirley Yarbrough
    Shirley Yarbrough was the wife of prominent civil rights leader and presidential adviser Vernon E. Jordan Jr.
  • E. Priscilla Mullins
    Priscilla Mullins was a Mayflower passenger and early Plymouth Colony settler, best known for her marriage to fellow colonist John Alden and her role in early American colonial history.
  • 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: Margie Singleton
Triple: [Laura (What's He Got That I Ain't Got), writer, Margie Singleton]
Generated description
Margie Singleton is an American country music singer and songwriter known for her solo work, duets, and contributions to 1960s Nashville recordings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margie Singleton
Target entity description: Margie Singleton is an American country music singer and songwriter known for her solo work, duets, and contributions to 1960s Nashville recordings.
  • A. Margie Willett
    Margie Willett was the first wife of American actor and comedian Dick Van Dyke, with whom she was married for over three decades before their divorce in the early 1980s.
  • B. Evelyn Killebrew
    Evelyn Killebrew is best known as one of the former wives of American comedian and actor Redd Foxx.
  • C. Arvilla Knight
    Arvilla Knight was the wife of California Governor Goodwin Knight and served as the state's First Lady during his administration.
  • D. Shirley Yarbrough
    Shirley Yarbrough was the wife of prominent civil rights leader and presidential adviser Vernon E. Jordan Jr.
  • E. Priscilla Mullins
    Priscilla Mullins was a Mayflower passenger and early Plymouth Colony settler, best known for her marriage to fellow colonist John Alden and her role in early American colonial history.
  • 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_69b3454095ac81909c2494f7ff294af1 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34fc94f64819091f438d8ae5ed687 completed March 12, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b79455f48190b48b1359b223e0f7 completed March 14, 2026, 7:31 p.m.
NEDg Description generation batch_69b5b83759c08190b080565bb1ac8bb4 completed March 14, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_69b5b8be90c88190a4852c625e326f6b completed March 14, 2026, 7:36 p.m.
Created at: March 12, 2026, 11:06 p.m.