Triple
T7272144
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fred Saberhagen's Berserker series |
E161131
|
entity |
| Predicate | containsWork |
P2011
|
FINISHED |
| Object |
Berserker Wars
Berserker Wars is a science fiction novel by Fred Saberhagen set in his Berserker universe, focusing on humanity’s struggle against relentless, planet-destroying machines.
|
E657529
|
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 Wars | Statement: [Fred Saberhagen's Berserker series, containsWork, Berserker Wars]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berserker Wars Context triple: [Fred Saberhagen's Berserker series, containsWork, Berserker Wars]
-
A.
Berserker Lies
"Berserker Lies" is a science fiction novel set in Fred Saberhagen’s Berserker universe, exploring humanity’s struggle against relentless, planet-destroying machines through themes of deception, survival, and war.
-
B.
Berserker (fix-up novel)
Berserker (fix-up novel) is a science fiction work by Fred Saberhagen that introduces his universe of planet-destroying robotic war machines known as Berserkers through a collection of linked stories.
-
C.
The Mark of the Berserker
The Mark of the Berserker is an episode of The Sarah Jane Adventures, a Doctor Who spin-off series, that centers on a dangerous alien pendant that grants its wearer uncontrollable power.
-
D.
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.
-
E.
Berserker's Planet
Berserker's Planet is a science fiction novel by Fred Saberhagen set in his Berserker universe, focusing on humanity’s struggle against intelligent, planet-destroying machines.
- 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 Wars Triple: [Fred Saberhagen's Berserker series, containsWork, Berserker Wars]
Generated description
Berserker Wars is a science fiction novel by Fred Saberhagen set in his Berserker universe, focusing on humanity’s struggle against relentless, planet-destroying machines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berserker Wars Target entity description: Berserker Wars is a science fiction novel by Fred Saberhagen set in his Berserker universe, focusing on humanity’s struggle against relentless, planet-destroying machines.
-
A.
Berserker Lies
"Berserker Lies" is a science fiction novel set in Fred Saberhagen’s Berserker universe, exploring humanity’s struggle against relentless, planet-destroying machines through themes of deception, survival, and war.
-
B.
Berserker (fix-up novel)
Berserker (fix-up novel) is a science fiction work by Fred Saberhagen that introduces his universe of planet-destroying robotic war machines known as Berserkers through a collection of linked stories.
-
C.
The Mark of the Berserker
The Mark of the Berserker is an episode of The Sarah Jane Adventures, a Doctor Who spin-off series, that centers on a dangerous alien pendant that grants its wearer uncontrollable power.
-
D.
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.
-
E.
Berserker's Planet
Berserker's Planet is a science fiction novel by Fred Saberhagen set in his Berserker universe, focusing on humanity’s struggle against intelligent, planet-destroying machines.
- 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_69c6885181008190b419040e22939c7c |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6eb0a03888190b5aa1da80dd303c5 |
completed | March 27, 2026, 8:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7eed8c5448190b83faee62f8122de |
completed | March 28, 2026, 3:08 p.m. |
| NEDg | Description generation | batch_69c7ef7f7b7c8190b3361cc01b2eefc0 |
completed | March 28, 2026, 3:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7f380dbe48190933e1eeff109185d |
completed | March 28, 2026, 3:28 p.m. |
Created at: March 27, 2026, 2:58 p.m.