Triple
T7272140
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fred Saberhagen's Berserker series |
E161131
|
entity |
| Predicate | containsWork |
P2011
|
FINISHED |
| Object |
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.
|
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: Berserker Prime | Statement: [Fred Saberhagen's Berserker series, containsWork, Berserker Prime]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berserker Prime Context triple: [Fred Saberhagen's Berserker series, containsWork, Berserker Prime]
-
A.
Sentinel Prime
Sentinel Prime is a powerful and once-respected Autobot leader who becomes a central antagonist in the Transformers franchise, notably betraying his allies in Transformers: Dark of the Moon.
-
B.
Talos
Talos is a giant bronze automaton from Greek mythology who guarded the island of Crete by circling its shores and hurling stones at approaching intruders.
-
C.
Superchief
Superchief was the nickname of Allie Reynolds, a dominant Major League Baseball pitcher best known for his success with the New York Yankees in the 1940s and 1950s.
-
D.
Nemesis
Nemesis is the Greek goddess of retribution and divine justice, known for punishing hubris and restoring moral balance.
-
E.
Nemesis
Nemesis is a novel by Philip Roth that explores themes of fate, guilt, and moral responsibility through the story of a polio outbreak in 1940s Newark.
- 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 Prime Triple: [Fred Saberhagen's Berserker series, containsWork, Berserker Prime]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berserker Prime Target entity description: 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.
-
A.
Sentinel Prime
Sentinel Prime is a powerful and once-respected Autobot leader who becomes a central antagonist in the Transformers franchise, notably betraying his allies in Transformers: Dark of the Moon.
-
B.
Talos
Talos is a giant bronze automaton from Greek mythology who guarded the island of Crete by circling its shores and hurling stones at approaching intruders.
-
C.
Superchief
Superchief was the nickname of Allie Reynolds, a dominant Major League Baseball pitcher best known for his success with the New York Yankees in the 1940s and 1950s.
-
D.
Nemesis
Nemesis is the Greek goddess of retribution and divine justice, known for punishing hubris and restoring moral balance.
-
E.
Nemesis
Nemesis is a novel by Philip Roth that explores themes of fate, guilt, and moral responsibility through the story of a polio outbreak in 1940s Newark.
- 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.