Triple

T18901197
Position Surface form Disambiguated ID Type / Status
Subject The Ship Who Sang series E462343 entity
Predicate coAuthor P398 FINISHED
Object S. M. Stirling
S. M. Stirling is a science fiction and fantasy author best known for his alternate history novels, including the Emberverse and Draka series.
E1350062 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: S. M. Stirling | Statement: [The Ship Who Sang series, coAuthor, S. M. Stirling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: S. M. Stirling
Context triple: [The Ship Who Sang series, coAuthor, S. M. Stirling]
  • A. Larry Barron
    Larry Barron is a television producer best known for serving as an executive producer on the reality makeover series "Revenge Body with Khloé Kardashian."
  • B. Robert P. Sharp
    Robert P. Sharp was a prominent American geologist and planetary scientist known for his pioneering studies of desert landforms and the geology of Mars.
  • C. Jon Cassar
    Jon Cassar is a Canadian director and producer best known for his work on the television series "24" and various high-profile TV miniseries and dramas.
  • D. 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.
  • E. 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.
  • 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: S. M. Stirling
Triple: [The Ship Who Sang series, coAuthor, S. M. Stirling]
Generated description
S. M. Stirling is a science fiction and fantasy author best known for his alternate history novels, including the Emberverse and Draka series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: S. M. Stirling
Target entity description: S. M. Stirling is a science fiction and fantasy author best known for his alternate history novels, including the Emberverse and Draka series.
  • A. Larry Barron
    Larry Barron is a television producer best known for serving as an executive producer on the reality makeover series "Revenge Body with Khloé Kardashian."
  • B. Robert P. Sharp
    Robert P. Sharp was a prominent American geologist and planetary scientist known for his pioneering studies of desert landforms and the geology of Mars.
  • C. Jon Cassar
    Jon Cassar is a Canadian director and producer best known for his work on the television series "24" and various high-profile TV miniseries and dramas.
  • D. 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.
  • E. 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.
  • 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_69d8dcfd05bc819088903cca13cc2846 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5c52954bc8190a237627c09615ac1 completed April 20, 2026, 6:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05910b5b6c8190baf163dad19bb034 completed May 14, 2026, 9:08 a.m.
NEDg Description generation batch_6a0598f6a81c8190b2c56003ca8a0219 completed May 14, 2026, 9:42 a.m.
NED2 Entity disambiguation (via description) batch_6a059972d1688190807ab1ff15eade0f completed May 14, 2026, 9:44 a.m.
Created at: April 10, 2026, 11:58 a.m.