Triple
T17166919
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biohazard |
E416631
|
entity |
| Predicate | formerMember |
P1168
|
FINISHED |
| Object |
Scott Roberts
Scott Roberts is a musician best known as a former member of the New York hardcore/metal band Biohazard, contributing as a guitarist and vocalist during later periods of the group's career.
|
E1255835
|
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: Scott Roberts | Statement: [Biohazard, formerMember, Scott Roberts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Scott Roberts Context triple: [Biohazard, formerMember, Scott Roberts]
-
A.
Craig Roberts
Craig Roberts is a Welsh actor and filmmaker best known for his breakout role in the film "Submarine" and for directing and starring in various independent films and television projects.
-
B.
Paul Roberts
Paul Roberts is known primarily as a former husband of acclaimed American actress Ellen Burstyn.
-
C.
Jonathan Roberts
Jonathan Roberts is an American screenwriter best known for co-writing Disney’s animated classic "The Lion King."
-
D.
Jonathan Roberts
Jonathan Roberts is a professional ballroom dancer best known for his appearances as a pro on the television show "Dancing with the Stars."
-
E.
Jonathan Roberts
Jonathan Roberts is a creator known for his work on the project or character "Scar."
- 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: Scott Roberts Triple: [Biohazard, formerMember, Scott Roberts]
Generated description
Scott Roberts is a musician best known as a former member of the New York hardcore/metal band Biohazard, contributing as a guitarist and vocalist during later periods of the group's career.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Scott Roberts Target entity description: Scott Roberts is a musician best known as a former member of the New York hardcore/metal band Biohazard, contributing as a guitarist and vocalist during later periods of the group's career.
-
A.
Craig Roberts
Craig Roberts is a Welsh actor and filmmaker best known for his breakout role in the film "Submarine" and for directing and starring in various independent films and television projects.
-
B.
Paul Roberts
Paul Roberts is known primarily as a former husband of acclaimed American actress Ellen Burstyn.
-
C.
Jonathan Roberts
Jonathan Roberts is an American screenwriter best known for co-writing Disney’s animated classic "The Lion King."
-
D.
Jonathan Roberts
Jonathan Roberts is a professional ballroom dancer best known for his appearances as a pro on the television show "Dancing with the Stars."
-
E.
Jonathan Roberts
Jonathan Roberts is a creator known for his work on the project or character "Scar."
- 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_69d886d279c081909f8ff1f743ddeb69 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3f915622c8190a6dff0baf0288a62 |
completed | April 18, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a015fc83984819098c98b75cf021e3a |
completed | May 11, 2026, 4:49 a.m. |
| NEDg | Description generation | batch_6a0160beb4188190b6e9a91f50b6e276 |
completed | May 11, 2026, 4:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a016158b1d081909b62cf73e14b3e78 |
completed | May 11, 2026, 4:55 a.m. |
Created at: April 10, 2026, 5:37 a.m.