Triple
T16497693
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maladroit |
E400726
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Chad Bamford
Chad Bamford is a music producer best known for his work on Weezer’s album "Maladroit."
|
E1217574
|
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: Chad Bamford | Statement: [Maladroit, producer, Chad Bamford]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chad Bamford Context triple: [Maladroit, producer, Chad Bamford]
-
A.
Chad Warwick
Chad Warwick is a character from the television series "American Horror Story," appearing in the "Murder House" storyline as one of the home's former residents.
-
B.
Nathan Chapman
Nathan Chapman is an American record producer best known for his extensive work shaping Taylor Swift’s early country-pop sound.
-
C.
Colin Blakely
Colin Blakely was a Northern Irish character actor known for his powerful stage work and memorable supporting roles in British and international films of the 1960s–1980s.
-
D.
Chad Butler
Chad Butler, better known as Pimp C, was an influential American rapper and producer, best known as one half of the Southern hip hop duo UGK.
-
E.
Chad Butler
Chad Butler is an American drummer best known as a founding member of the alternative rock band Switchfoot.
- 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: Chad Bamford Triple: [Maladroit, producer, Chad Bamford]
Generated description
Chad Bamford is a music producer best known for his work on Weezer’s album "Maladroit."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chad Bamford Target entity description: Chad Bamford is a music producer best known for his work on Weezer’s album "Maladroit."
-
A.
Chad Warwick
Chad Warwick is a character from the television series "American Horror Story," appearing in the "Murder House" storyline as one of the home's former residents.
-
B.
Nathan Chapman
Nathan Chapman is an American record producer best known for his extensive work shaping Taylor Swift’s early country-pop sound.
-
C.
Colin Blakely
Colin Blakely was a Northern Irish character actor known for his powerful stage work and memorable supporting roles in British and international films of the 1960s–1980s.
-
D.
Chad Butler
Chad Butler, better known as Pimp C, was an influential American rapper and producer, best known as one half of the Southern hip hop duo UGK.
-
E.
Chad Butler
Chad Butler is an American drummer best known as a founding member of the alternative rock band Switchfoot.
- 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_69d88381f6148190819958a038be990e |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e32e343a7c81909e04cbaaa40e2531 |
completed | April 18, 2026, 7:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00607cbc80819088505d8bdd663109 |
completed | May 10, 2026, 10:39 a.m. |
| NEDg | Description generation | batch_6a00612373808190b8736b0572598d12 |
completed | May 10, 2026, 10:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0061aaa7c48190a56bd52c8dfd6bdc |
completed | May 10, 2026, 10:44 a.m. |
Created at: April 10, 2026, 5:14 a.m.