Triple

T7272116
Position Surface form Disambiguated ID Type / Status
Subject Fred Saberhagen's Berserker series E161131 entity
Predicate author P4 FINISHED
Object Fred Saberhagen
Fred Saberhagen was an American science fiction and fantasy author best known for his influential Berserker series and his innovative reinterpretations of classic mythic and horror figures.
E654381 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: Fred Saberhagen | Statement: [Fred Saberhagen's Berserker series, author, Fred Saberhagen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fred Saberhagen
Context triple: [Fred Saberhagen's Berserker series, author, Fred Saberhagen]
  • A. Glen Cook
    Glen Cook was a prominent early Pentecostal leader and evangelist associated with the Azusa Street Revival in Los Angeles in the early 20th century.
  • B. Gene Wolfe
    Gene Wolfe was an American science fiction and fantasy author renowned for his dense, allusive prose and the critically acclaimed series "The Book of the New Sun."
  • C. Carl Wagner
    Carl Wagner was a prominent physical chemist and materials scientist known for his foundational work in diffusion, oxidation, and defect chemistry in solids.
  • D. Gene Reynolds
    Gene Reynolds was an American actor and Emmy-winning television producer and director, best known for co-creating and producing the acclaimed TV series M*A*S*H.
  • E. Jerry Harrison
    Jerry Harrison is an American musician, songwriter, and producer best known as the keyboardist and guitarist for the influential new wave band Talking Heads.
  • 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: Fred Saberhagen
Triple: [Fred Saberhagen's Berserker series, author, Fred Saberhagen]
Generated description
Fred Saberhagen was an American science fiction and fantasy author best known for his influential Berserker series and his innovative reinterpretations of classic mythic and horror figures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fred Saberhagen
Target entity description: Fred Saberhagen was an American science fiction and fantasy author best known for his influential Berserker series and his innovative reinterpretations of classic mythic and horror figures.
  • A. Glen Cook
    Glen Cook was a prominent early Pentecostal leader and evangelist associated with the Azusa Street Revival in Los Angeles in the early 20th century.
  • B. Gene Wolfe
    Gene Wolfe was an American science fiction and fantasy author renowned for his dense, allusive prose and the critically acclaimed series "The Book of the New Sun."
  • C. Carl Wagner
    Carl Wagner was a prominent physical chemist and materials scientist known for his foundational work in diffusion, oxidation, and defect chemistry in solids.
  • D. Gene Reynolds
    Gene Reynolds was an American actor and Emmy-winning television producer and director, best known for co-creating and producing the acclaimed TV series M*A*S*H.
  • E. Jerry Harrison
    Jerry Harrison is an American musician, songwriter, and producer best known as the keyboardist and guitarist for the influential new wave band Talking Heads.
  • 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.