Triple
T17166917
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Biohazard |
E416631
|
entity |
| Predicate | member |
P10
|
FINISHED |
| Object |
Bobby Hambel
Bobby Hambel is an American guitarist best known as a founding member and lead guitarist of the New York hardcore/metal band Biohazard.
|
E1266264
|
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: Bobby Hambel | Statement: [Biohazard, member, Bobby Hambel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bobby Hambel Context triple: [Biohazard, member, Bobby Hambel]
-
A.
Bobby Murdoch
Bobby Murdoch was a legendary Scottish midfielder best known for his pivotal role in Celtic FC’s 1967 European Cup–winning "Lisbon Lions" team.
-
B.
Bobby Howes
Bobby Howes was a British musical comedy actor and singer known for his work on the London stage and in films during the early to mid-20th century.
-
C.
Bobby Lennox
Bobby Lennox is a Scottish former footballer best known as a prolific winger for Celtic FC and a member of their legendary 1967 European Cup–winning "Lisbon Lions" team.
-
D.
Jack Bicknell
Jack Bicknell is an American football coach best known for leading Boston College to national prominence in the 1980s, including the famed Doug Flutie era and the 1984 Cotton Bowl victory.
-
E.
Bobby Briggs
Bobby Briggs is a rebellious high school football player and troubled boyfriend in the mystery drama series "Twin Peaks."
- 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: Bobby Hambel Triple: [Biohazard, member, Bobby Hambel]
Generated description
Bobby Hambel is an American guitarist best known as a founding member and lead guitarist of the New York hardcore/metal band Biohazard.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bobby Hambel Target entity description: Bobby Hambel is an American guitarist best known as a founding member and lead guitarist of the New York hardcore/metal band Biohazard.
-
A.
Bobby Murdoch
Bobby Murdoch was a legendary Scottish midfielder best known for his pivotal role in Celtic FC’s 1967 European Cup–winning "Lisbon Lions" team.
-
B.
Bobby Howes
Bobby Howes was a British musical comedy actor and singer known for his work on the London stage and in films during the early to mid-20th century.
-
C.
Bobby Lennox
Bobby Lennox is a Scottish former footballer best known as a prolific winger for Celtic FC and a member of their legendary 1967 European Cup–winning "Lisbon Lions" team.
-
D.
Jack Bicknell
Jack Bicknell is an American football coach best known for leading Boston College to national prominence in the 1980s, including the famed Doug Flutie era and the 1984 Cotton Bowl victory.
-
E.
Bobby Briggs
Bobby Briggs is a rebellious high school football player and troubled boyfriend in the mystery drama series "Twin Peaks."
- 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_6a019fdde4cc819081e59e08a1c35889 |
completed | May 11, 2026, 9:22 a.m. |
| NEDg | Description generation | batch_6a01a130756c8190a8f213141e63d792 |
completed | May 11, 2026, 9:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01a1c415dc8190ba8f7e2a8053917f |
completed | May 11, 2026, 9:30 a.m. |
Created at: April 10, 2026, 5:37 a.m.