Triple
T4332310
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Concrete Blonde |
E96780
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Debbie Hall
Debbie Hall is a musician best known as a member of the alternative rock band Concrete Blonde.
|
E431143
|
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: Debbie Hall | Statement: [Concrete Blonde, hasMember, Debbie Hall]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Debbie Hall Context triple: [Concrete Blonde, hasMember, Debbie Hall]
-
A.
Debbie Meadows
Debbie Meadows is an American political figure and businesswoman best known as the wife of former White House Chief of Staff and congressman Mark Meadows.
-
B.
Debra Hayward
Debra Hayward is a British film producer known for her work on major feature films, including the acclaimed musical adaptation "Les Misérables" (2012).
-
C.
Debbie Hupp
Debbie Hupp is an American songwriter best known for co-writing Kenny Rogers’ hit ballad "You Decorated My Life."
-
D.
Debra Marshall
Debra Marshall is an American former professional wrestling valet, actress, and model best known for her appearances in World Championship Wrestling (WCW) and the World Wrestling Federation (WWF) under the ring name Debra.
-
E.
Joanne Herring
Joanne Herring is a Houston socialite, political activist, and businesswoman known for her influential role in supporting U.S. involvement with Afghan resistance fighters during the Soviet–Afghan War.
- 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: Debbie Hall Triple: [Concrete Blonde, hasMember, Debbie Hall]
Generated description
Debbie Hall is a musician best known as a member of the alternative rock band Concrete Blonde.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Debbie Hall Target entity description: Debbie Hall is a musician best known as a member of the alternative rock band Concrete Blonde.
-
A.
Debbie Meadows
Debbie Meadows is an American political figure and businesswoman best known as the wife of former White House Chief of Staff and congressman Mark Meadows.
-
B.
Debra Hayward
Debra Hayward is a British film producer known for her work on major feature films, including the acclaimed musical adaptation "Les Misérables" (2012).
-
C.
Debbie Hupp
Debbie Hupp is an American songwriter best known for co-writing Kenny Rogers’ hit ballad "You Decorated My Life."
-
D.
Debra Marshall
Debra Marshall is an American former professional wrestling valet, actress, and model best known for her appearances in World Championship Wrestling (WCW) and the World Wrestling Federation (WWF) under the ring name Debra.
-
E.
Joanne Herring
Joanne Herring is a Houston socialite, political activist, and businesswoman known for her influential role in supporting U.S. involvement with Afghan resistance fighters during the Soviet–Afghan War.
- 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3514dc588819086a4c6d585c1b5b1 |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5d0a307388190af4cb98b03e9656d |
completed | March 14, 2026, 9:18 p.m. |
| NEDg | Description generation | batch_69b5d12a54e0819081379fd1ee85914b |
completed | March 14, 2026, 9:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5d194975481908b029ab106223c6c |
completed | March 14, 2026, 9:22 p.m. |
Created at: March 12, 2026, 11:13 p.m.