Triple

T4805638
Position Surface form Disambiguated ID Type / Status
Subject Stephen Baxter E106938 entity
Predicate coAuthorOf P2389 FINISHED
Object Firstborn
Firstborn is a hard science fiction novel, part of the "A Time Odyssey" series, co-written by Stephen Baxter and Arthur C. Clarke that explores cosmic-scale mysteries and humanity’s place in the universe.
E469539 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: Firstborn | Statement: [Stephen Baxter, coAuthorOf, Firstborn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Firstborn
Context triple: [Stephen Baxter, coAuthorOf, Firstborn]
  • A. 1st Born Second
    1st Born Second is the critically acclaimed neo-soul debut album by American singer-songwriter Bilal, noted for its blend of jazz, funk, and R&B influences.
  • B. The Little Sister
    The Little Sister is a 1949 hardboiled detective novel by Raymond Chandler featuring private investigator Philip Marlowe in a complex case involving Hollywood corruption and deception.
  • C. First of the First
    First of the First is the nickname of the 1st Battalion, 1st Marines, a storied infantry battalion of the United States Marine Corps known for its long combat history.
  • D. The Daughter
    The Daughter is a 2015 Australian drama film, adapted from Henrik Ibsen’s play "The Wild Duck," that explores buried family secrets and emotional fallout in a small town.
  • E. The Mother
    "The Mother" is a socialist realist novel by Polish writer Wanda Wasilewska that portrays working-class struggle and political awakening in pre-war Eastern Europe.
  • 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: Firstborn
Triple: [Stephen Baxter, coAuthorOf, Firstborn]
Generated description
Firstborn is a hard science fiction novel, part of the "A Time Odyssey" series, co-written by Stephen Baxter and Arthur C. Clarke that explores cosmic-scale mysteries and humanity’s place in the universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Firstborn
Target entity description: Firstborn is a hard science fiction novel, part of the "A Time Odyssey" series, co-written by Stephen Baxter and Arthur C. Clarke that explores cosmic-scale mysteries and humanity’s place in the universe.
  • A. 1st Born Second
    1st Born Second is the critically acclaimed neo-soul debut album by American singer-songwriter Bilal, noted for its blend of jazz, funk, and R&B influences.
  • B. The Little Sister
    The Little Sister is a 1949 hardboiled detective novel by Raymond Chandler featuring private investigator Philip Marlowe in a complex case involving Hollywood corruption and deception.
  • C. First of the First
    First of the First is the nickname of the 1st Battalion, 1st Marines, a storied infantry battalion of the United States Marine Corps known for its long combat history.
  • D. The Daughter
    The Daughter is a 2015 Australian drama film, adapted from Henrik Ibsen’s play "The Wild Duck," that explores buried family secrets and emotional fallout in a small town.
  • E. The Mother
    "The Mother" is a socialist realist novel by Polish writer Wanda Wasilewska that portrays working-class struggle and political awakening in pre-war Eastern Europe.
  • 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_69bd43f6a1e08190bf0a372bfc336ee5 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6c678e58819094cdf18d8c5ea96f completed March 20, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69be440706888190a5f62bef629d3777 completed March 21, 2026, 7:08 a.m.
NEDg Description generation batch_69be45e0c5a48190b9e390048c863f06 completed March 21, 2026, 7:16 a.m.
NED2 Entity disambiguation (via description) batch_69be46ef17588190a9bc179029e0a6a0 completed March 21, 2026, 7:21 a.m.
Created at: March 20, 2026, 1:23 p.m.