Triple

T14044479
Position Surface form Disambiguated ID Type / Status
Subject The Weepies E337921 entity
Predicate hasMember P10 FINISHED
Object Deb Talan
Deb Talan is an American singer-songwriter best known as one half of the indie folk-pop duo The Weepies.
E1077836 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: Deb Talan | Statement: [The Weepies, hasMember, Deb Talan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Deb Talan
Context triple: [The Weepies, hasMember, Deb Talan]
  • A. Debra Christofferson
    Debra Christofferson is an American actress best known for her role as the bearded lady Lila in the HBO television series "Carnivàle."
  • B. Debbie Sullivan
    Debbie Sullivan is a central character in the 1986 romantic comedy-drama film "About Last Night," portrayed as a young woman navigating the complexities of love and commitment in a modern relationship.
  • C. Debbie Bertrand
    Debbie Bertrand is known as the sister of the late actress and humanitarian Marcheline Bertrand, making her the maternal aunt of Angelina Jolie.
  • D. Deanna Dunagan
    Deanna Dunagan is an American actress best known for her Tony Award–winning performance in the Broadway play "August: Osage County" and for her role in the horror film "The Visit."
  • E. Debby Wolfe
    Debby Wolfe is a television writer and producer best known for creating the NBC sitcom "Lopez vs Lopez" and her work on various comedy series.
  • 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: Deb Talan
Triple: [The Weepies, hasMember, Deb Talan]
Generated description
Deb Talan is an American singer-songwriter best known as one half of the indie folk-pop duo The Weepies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Deb Talan
Target entity description: Deb Talan is an American singer-songwriter best known as one half of the indie folk-pop duo The Weepies.
  • A. Debra Christofferson
    Debra Christofferson is an American actress best known for her role as the bearded lady Lila in the HBO television series "Carnivàle."
  • B. Debbie Sullivan
    Debbie Sullivan is a central character in the 1986 romantic comedy-drama film "About Last Night," portrayed as a young woman navigating the complexities of love and commitment in a modern relationship.
  • C. Debbie Bertrand
    Debbie Bertrand is known as the sister of the late actress and humanitarian Marcheline Bertrand, making her the maternal aunt of Angelina Jolie.
  • D. Deanna Dunagan
    Deanna Dunagan is an American actress best known for her Tony Award–winning performance in the Broadway play "August: Osage County" and for her role in the horror film "The Visit."
  • E. Debby Wolfe
    Debby Wolfe is a television writer and producer best known for creating the NBC sitcom "Lopez vs Lopez" and her work on various comedy series.
  • 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_69d81c664e48819088cbd8f433aeffe5 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de312b94308190bd0961f5bc719c7b completed April 14, 2026, 12:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb65c1a90819097754497f07f5312 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc54039f081908c397005fc4e4e9b completed May 7, 2026, 5 p.m.
NED2 Entity disambiguation (via description) batch_69fcc61353d481908192a1e2f44e6a94 completed May 7, 2026, 5:04 p.m.
Created at: April 9, 2026, 10:20 p.m.