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.