Triple
T7272141
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fred Saberhagen's Berserker series |
E161131
|
entity |
| Predicate | containsWork |
P2011
|
FINISHED |
| Object |
Rogue Berserker
Rogue Berserker is a science fiction novel in Fred Saberhagen’s Berserker universe, following humanity’s struggle against a particularly dangerous, independent Berserker machine.
|
E654392
|
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: Rogue Berserker | Statement: [Fred Saberhagen's Berserker series, containsWork, Rogue Berserker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rogue Berserker Context triple: [Fred Saberhagen's Berserker series, containsWork, Rogue 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 Prime
Berserker Prime is a science fiction novel by Fred Saberhagen set in his Berserker universe, featuring humanity’s struggle against relentless, planet-destroying robotic war machines.
-
C.
Basher Tarr
Basher Tarr is a skilled British explosives and munitions expert who serves as a key member of Danny Ocean’s heist crew in the Ocean’s film series.
-
D.
Soultaker
Soultaker is a low-budget 1990 supernatural horror film best known for its cult status and appearance on Mystery Science Theater 3000.
-
E.
Raskhan
Raskhan was a 16th–17th century Indian poet and devotee of Krishna, renowned for his lyrical Braj Bhasha compositions celebrating bhakti (devotional love).
- 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: Rogue Berserker Triple: [Fred Saberhagen's Berserker series, containsWork, Rogue Berserker]
Generated description
Rogue Berserker is a science fiction novel in Fred Saberhagen’s Berserker universe, following humanity’s struggle against a particularly dangerous, independent Berserker machine.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rogue Berserker Target entity description: Rogue Berserker is a science fiction novel in Fred Saberhagen’s Berserker universe, following humanity’s struggle against a particularly dangerous, independent Berserker machine.
-
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 Prime
chosen
Berserker Prime is a science fiction novel by Fred Saberhagen set in his Berserker universe, featuring humanity’s struggle against relentless, planet-destroying robotic war machines.
-
C.
Basher Tarr
Basher Tarr is a skilled British explosives and munitions expert who serves as a key member of Danny Ocean’s heist crew in the Ocean’s film series.
-
D.
Soultaker
Soultaker is a low-budget 1990 supernatural horror film best known for its cult status and appearance on Mystery Science Theater 3000.
-
E.
Raskhan
Raskhan was a 16th–17th century Indian poet and devotee of Krishna, renowned for his lyrical Braj Bhasha compositions celebrating bhakti (devotional love).
- F. None of above.
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_69c7e52f96008190886f6115329a07ab |
completed | March 28, 2026, 2:26 p.m. |
| NEDg | Description generation | batch_69c7e608d2a881909a7ffc39ccdc6359 |
completed | March 28, 2026, 2:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7e7814a58819093a35c035e9b982e |
completed | March 28, 2026, 2:36 p.m. |
Created at: March 27, 2026, 2:58 p.m.