Triple
T22005825
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Machine Head |
E543448
|
entity |
| Predicate | formerMember |
P1168
|
FINISHED |
| Object |
Phil Demmel
Phil Demmel is an American heavy metal guitarist best known for his work with the bands Machine Head and Vio-lence.
|
E1520589
|
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: Phil Demmel | Statement: [Machine Head, formerMember, Phil Demmel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phil Demmel Context triple: [Machine Head, formerMember, Phil Demmel]
-
A.
Todd Demma
Todd Demma is a musician best known as a member of the American rock band Juliette and the Licks.
-
B.
Kirk DeMicco
Kirk DeMicco is an American screenwriter and film director best known for his work on animated features such as "The Croods."
-
C.
Greg Malban
Greg Malban is best known as the husband of the late American radio and television personality Eleanor Mondale.
-
D.
Phil DeVoss
Phil DeVoss is a fictional character from the romantic comedy-drama film "Elizabethtown," which explores themes of family, failure, and self-discovery.
-
E.
Kevin Manthei
Kevin Manthei is an American composer known for his work on film, television, and video game scores, particularly in the animation and superhero genres.
- 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: Phil Demmel Triple: [Machine Head, formerMember, Phil Demmel]
Generated description
Phil Demmel is an American heavy metal guitarist best known for his work with the bands Machine Head and Vio-lence.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phil Demmel Target entity description: Phil Demmel is an American heavy metal guitarist best known for his work with the bands Machine Head and Vio-lence.
-
A.
Todd Demma
Todd Demma is a musician best known as a member of the American rock band Juliette and the Licks.
-
B.
Kirk DeMicco
Kirk DeMicco is an American screenwriter and film director best known for his work on animated features such as "The Croods."
-
C.
Greg Malban
Greg Malban is best known as the husband of the late American radio and television personality Eleanor Mondale.
-
D.
Phil DeVoss
Phil DeVoss is a fictional character from the romantic comedy-drama film "Elizabethtown," which explores themes of family, failure, and self-discovery.
-
E.
Kevin Manthei
Kevin Manthei is an American composer known for his work on film, television, and video game scores, particularly in the animation and superhero genres.
- 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_69e11e2db934819095556760c7d85e4d |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f127a0afa881908318a4ebe211ca28 |
completed | April 28, 2026, 9:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a8f0869088190ba060fd6a75db339 |
completed | May 18, 2026, 4:01 a.m. |
| NEDg | Description generation | batch_6a0a932243cc8190b015bdf9a6d97fd0 |
completed | May 18, 2026, 4:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a93a6adbc8190b7075d7ce81fb943 |
completed | May 18, 2026, 4:20 a.m. |
Created at: April 16, 2026, 8:21 p.m.