Triple
T20697244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hellfire Club |
E508688
|
entity |
| Predicate | notableLeader |
P304
|
FINISHED |
| Object |
Donald Pierce
Donald Pierce is a cybernetically enhanced mutant-hating cyborg and longtime X-Men adversary who often leads the Reavers and serves as a key villain within Marvel’s Hellfire Club storylines.
|
E1445687
|
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: Donald Pierce | Statement: [Hellfire Club, notableLeader, Donald Pierce]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Donald Pierce Context triple: [Hellfire Club, notableLeader, Donald Pierce]
-
A.
Jack Deerson
Jack Deerson is a cinematographer best known for his work on the 1971 road movie "Two-Lane Blacktop."
-
B.
Jack Pierce
Jack Pierce was a legendary Hollywood makeup artist best known for creating the iconic monster makeups for Universal horror films such as Frankenstein, The Mummy, and The Wolf Man.
-
C.
Paul Durden
Paul Durden is a Welsh screenwriter best known for co-writing the cult comedy film "Twin Town."
-
D.
Alex Datcher
Alex Datcher is an American actress best known for her role as a flight attendant alongside Wesley Snipes in the 1992 action film "Passenger 57."
-
E.
Mike Winters
Mike Winters is a former Major League Baseball umpire who worked in the National League and MLB for several decades, including numerous postseason and All-Star Game assignments.
- 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: Donald Pierce Triple: [Hellfire Club, notableLeader, Donald Pierce]
Generated description
Donald Pierce is a cybernetically enhanced mutant-hating cyborg and longtime X-Men adversary who often leads the Reavers and serves as a key villain within Marvel’s Hellfire Club storylines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Donald Pierce Target entity description: Donald Pierce is a cybernetically enhanced mutant-hating cyborg and longtime X-Men adversary who often leads the Reavers and serves as a key villain within Marvel’s Hellfire Club storylines.
-
A.
Jack Deerson
Jack Deerson is a cinematographer best known for his work on the 1971 road movie "Two-Lane Blacktop."
-
B.
Jack Pierce
Jack Pierce was a legendary Hollywood makeup artist best known for creating the iconic monster makeups for Universal horror films such as Frankenstein, The Mummy, and The Wolf Man.
-
C.
Paul Durden
Paul Durden is a Welsh screenwriter best known for co-writing the cult comedy film "Twin Town."
-
D.
Alex Datcher
Alex Datcher is an American actress best known for her role as a flight attendant alongside Wesley Snipes in the 1992 action film "Passenger 57."
-
E.
Mike Winters
Mike Winters is a former Major League Baseball umpire who worked in the National League and MLB for several decades, including numerous postseason and All-Star Game assignments.
- 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_69e0b4c2b2a481909e31e9cb8f81ab55 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6c1132178819081086e085f7b3ff8 |
completed | April 21, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08d7e94aa08190973e4d4f36a7b6f0 |
completed | May 16, 2026, 8:47 p.m. |
| NEDg | Description generation | batch_6a08d89983608190acb8f2b8b9483574 |
completed | May 16, 2026, 8:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08d9693acc8190acc75cbbf06b62da |
completed | May 16, 2026, 8:54 p.m. |
Created at: April 16, 2026, 12:11 p.m.