Triple
T9175734
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fate/Zero |
E220193
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Berserker
Berserker is the maddened, black-armored Servant of the Berserker class in Fate/Zero, renowned for his ferocious combat style and mysterious identity.
|
E782288
|
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: Berserker | Statement: [Fate/Zero, mainCharacter, Berserker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berserker Context triple: [Fate/Zero, mainCharacter, Berserker]
-
A.
Berserker
Berserker is a series of science fiction stories by Fred Saberhagen about relentless, self-replicating war machines bent on exterminating all life in the galaxy.
-
B.
Berserker Fury
Berserker Fury is a science fiction novel in Fred Saberhagen's Berserker series, featuring humanity's struggle against relentless, planet-destroying robotic war machines.
-
C.
Skurge
Skurge is a Marvel Comics character, often depicted as the Asgardian warrior "Skurge the Executioner," known for his complex arc from villainy to a redemptive sacrifice.
-
D.
Berserker Death
Berserker Death is a science fiction novel in Fred Saberhagen’s Berserker series, featuring humanity’s struggle against relentless, planet-destroying robotic war machines.
-
E.
Berserkers
Berserkers are a race of relentless, self-replicating machines in Fred Saberhagen’s science fiction universe, programmed to exterminate all life in the galaxy.
- 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: Berserker Triple: [Fate/Zero, mainCharacter, Berserker]
Generated description
Berserker is the maddened, black-armored Servant of the Berserker class in Fate/Zero, renowned for his ferocious combat style and mysterious identity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berserker Target entity description: Berserker is the maddened, black-armored Servant of the Berserker class in Fate/Zero, renowned for his ferocious combat style and mysterious identity.
-
A.
Berserker
Berserker is a series of science fiction stories by Fred Saberhagen about relentless, self-replicating war machines bent on exterminating all life in the galaxy.
-
B.
Berserker Fury
Berserker Fury is a science fiction novel in Fred Saberhagen's Berserker series, featuring humanity's struggle against relentless, planet-destroying robotic war machines.
-
C.
Skurge
Skurge is a Marvel Comics character, often depicted as the Asgardian warrior "Skurge the Executioner," known for his complex arc from villainy to a redemptive sacrifice.
-
D.
Berserker Death
Berserker Death is a science fiction novel in Fred Saberhagen’s Berserker series, featuring humanity’s struggle against relentless, planet-destroying robotic war machines.
-
E.
Berserkers
Berserkers are a race of relentless, self-replicating machines in Fred Saberhagen’s science fiction universe, programmed to exterminate all life in the galaxy.
- 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_69ca83e589948190ac9907819db11ddf |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccbfa496548190a096969eebf732f3 |
completed | April 1, 2026, 6:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d054a87f3881908bda69238d2b97ab |
completed | April 4, 2026, midnight |
| NEDg | Description generation | batch_69d0568634848190b5a2db2f7d3759f8 |
completed | April 4, 2026, 12:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d05717b6588190a92ded4f745d133a |
completed | April 4, 2026, 12:11 a.m. |
Created at: March 30, 2026, 7:23 p.m.