Triple
T20666883
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Agnostic Front |
E507915
|
entity |
| Predicate | hasFormerMember |
P1168
|
FINISHED |
| Object |
Will Shepler
Will Shepler is an American drummer best known for his work in the influential New York hardcore punk scene, particularly during his tenure with Agnostic Front.
|
E1444621
|
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: Will Shepler | Statement: [Agnostic Front, hasFormerMember, Will Shepler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Will Shepler Context triple: [Agnostic Front, hasFormerMember, Will Shepler]
-
A.
Brad Wilhite
Brad Wilhite is a film editor known for his work on major studio comedies, including the holiday sequel "Daddy's Home 2."
-
B.
Mark Salter
Mark Salter is an American speechwriter and author best known for his long-time collaboration with Senator John McCain on several memoirs and political books.
-
C.
Phil Klemmer
Phil Klemmer is an American television writer and producer best known for his work on genre series such as DC's Legends of Tomorrow and Chuck.
-
D.
Frank Lanning
Frank Lanning was an American character actor of the silent film era, known for his supporting roles in numerous Westerns and early Hollywood productions.
-
E.
Paul D. Millspaugh
Paul D. Millspaugh is an editor known for his work on the film "The Perfect Holiday."
- 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: Will Shepler Triple: [Agnostic Front, hasFormerMember, Will Shepler]
Generated description
Will Shepler is an American drummer best known for his work in the influential New York hardcore punk scene, particularly during his tenure with Agnostic Front.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Will Shepler Target entity description: Will Shepler is an American drummer best known for his work in the influential New York hardcore punk scene, particularly during his tenure with Agnostic Front.
-
A.
Brad Wilhite
Brad Wilhite is a film editor known for his work on major studio comedies, including the holiday sequel "Daddy's Home 2."
-
B.
Mark Salter
Mark Salter is an American speechwriter and author best known for his long-time collaboration with Senator John McCain on several memoirs and political books.
-
C.
Phil Klemmer
Phil Klemmer is an American television writer and producer best known for his work on genre series such as DC's Legends of Tomorrow and Chuck.
-
D.
Frank Lanning
Frank Lanning was an American character actor of the silent film era, known for his supporting roles in numerous Westerns and early Hollywood productions.
-
E.
Paul D. Millspaugh
Paul D. Millspaugh is an editor known for his work on the film "The Perfect Holiday."
- 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_69e0b4c059bc81908ea762cd73ea4424 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6b5c39dd48190965d65537592aef6 |
completed | April 20, 2026, 11:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08cd5fc3e081909087414333b2615e |
completed | May 16, 2026, 8:02 p.m. |
| NEDg | Description generation | batch_6a08d175eefc8190a5178c0f70f7d79f |
completed | May 16, 2026, 8:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08d23e8ac48190be1726c8e4913b1a |
completed | May 16, 2026, 8:23 p.m. |
Created at: April 16, 2026, 11:44 a.m.