Triple
T7272137
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fred Saberhagen's Berserker series |
E161131
|
entity |
| Predicate | containsWork |
P2011
|
FINISHED |
| Object |
Berserker Kill
Berserker Kill is a science fiction novel by Fred Saberhagen set in his Berserker universe, featuring humanity’s struggle against relentless, planet-destroying machines.
|
E654390
|
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 Kill | Statement: [Fred Saberhagen's Berserker series, containsWork, Berserker Kill]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berserker Kill Context triple: [Fred Saberhagen's Berserker series, containsWork, Berserker Kill]
-
A.
Die by the Sword
Die by the Sword is a 1998 fantasy action-adventure video game known for its innovative, physics-based sword-fighting system that allowed precise control of weapon movements.
-
B.
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.
-
C.
Great Kills
Great Kills is a residential neighborhood on Staten Island’s South Shore known for its marina, waterfront parks, and suburban character.
-
D.
Deathblow
Deathblow is a gritty WildStorm comic book series centered on Michael Cray, a black-ops soldier whose covert missions and moral conflicts blend military action with supernatural and espionage themes.
-
E.
Kill Van Kull
Kill Van Kull is a tidal strait in New York Harbor that serves as a major shipping channel between Newark Bay and the Upper New York Bay.
- 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 Kill Triple: [Fred Saberhagen's Berserker series, containsWork, Berserker Kill]
Generated description
Berserker Kill is a science fiction novel by Fred Saberhagen set in his Berserker universe, featuring humanity’s struggle against relentless, planet-destroying machines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berserker Kill Target entity description: Berserker Kill is a science fiction novel by Fred Saberhagen set in his Berserker universe, featuring humanity’s struggle against relentless, planet-destroying machines.
-
A.
Die by the Sword
Die by the Sword is a 1998 fantasy action-adventure video game known for its innovative, physics-based sword-fighting system that allowed precise control of weapon movements.
-
B.
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.
-
C.
Great Kills
Great Kills is a residential neighborhood on Staten Island’s South Shore known for its marina, waterfront parks, and suburban character.
-
D.
Deathblow
Deathblow is a gritty WildStorm comic book series centered on Michael Cray, a black-ops soldier whose covert missions and moral conflicts blend military action with supernatural and espionage themes.
-
E.
Kill Van Kull
Kill Van Kull is a tidal strait in New York Harbor that serves as a major shipping channel between Newark Bay and the Upper New York Bay.
- 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_69c7db25658481909fc8cf86deb436a4 |
completed | March 28, 2026, 1:44 p.m. |
| NEDg | Description generation | batch_69c7df68b27081909acd7b903546f1c2 |
completed | March 28, 2026, 2:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7dfdea8a48190b901003a4a60d36f |
completed | March 28, 2026, 2:04 p.m. |
Created at: March 27, 2026, 2:58 p.m.