Triple

T3818883
Position Surface form Disambiguated ID Type / Status
Subject Barney Fife E84322 entity
Predicate loveInterest P7325 FINISHED
Object Thelma Lou
Thelma Lou is a character from "The Andy Griffith Show," best known as the sweet-natured, patient girlfriend of deputy Barney Fife in the fictional town of Mayberry.
 E390506 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: Thelma Lou | Statement: [Barney Fife, loveInterest, Thelma Lou]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thelma Lou
Context triple: [Barney Fife, loveInterest, Thelma Lou]
  • A. Thelma Edwards
    Thelma Edwards was the first wife of famed British World War II flying ace and double amputee Sir Douglas Bader.
  • B. Thelma Connell
    Thelma Connell was a British film editor known for her work on numerous mid-20th-century films.
  • C. Thelma Leeds
    Thelma Leeds was an American actress of the 1930s and the mother of comedian and filmmaker Albert Brooks.
  • D. Thelma Raye
    Thelma Raye was a British stage actress best known for being the first wife of acclaimed film actor Ronald Colman.
  • E. Thelma Harper
    Thelma Harper is the sharp-tongued, no-nonsense matriarch at the center of the sitcom "Mama’s Family," known for her quick wit, temper, and old-fashioned values.
  • 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: Thelma Lou
Triple: [Barney Fife, loveInterest, Thelma Lou]
Generated description
Thelma Lou is a character from "The Andy Griffith Show," best known as the sweet-natured, patient girlfriend of deputy Barney Fife in the fictional town of Mayberry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thelma Lou
Target entity description: Thelma Lou is a character from "The Andy Griffith Show," best known as the sweet-natured, patient girlfriend of deputy Barney Fife in the fictional town of Mayberry.
  • A. Thelma Edwards
    Thelma Edwards was the first wife of famed British World War II flying ace and double amputee Sir Douglas Bader.
  • B. Thelma Connell
    Thelma Connell was a British film editor known for her work on numerous mid-20th-century films.
  • C. Thelma Leeds
    Thelma Leeds was an American actress of the 1930s and the mother of comedian and filmmaker Albert Brooks.
  • D. Thelma Raye
    Thelma Raye was a British stage actress best known for being the first wife of acclaimed film actor Ronald Colman.
  • E. Thelma Harper
    Thelma Harper is the sharp-tongued, no-nonsense matriarch at the center of the sitcom "Mama’s Family," known for her quick wit, temper, and old-fashioned values.
  • 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_69aed931f5908190be2c07af66d4df25 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeea5e41ec81908ed7e1ccc2713622 completed March 9, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fb466a108190ac203ee00ce58f04 completed March 14, 2026, 6:08 a.m.
NEDg Description generation batch_69b4fc08d65081908953482b10fa5611 completed March 14, 2026, 6:11 a.m.
NED2 Entity disambiguation (via description) batch_69b4fc7d8cf081909c4447818b5363c5 completed March 14, 2026, 6:13 a.m.
Created at: March 9, 2026, 3:17 p.m.