Triple

T4805621
Position Surface form Disambiguated ID Type / Status
Subject Stephen Baxter E106938 entity
Predicate notableWork P4 FINISHED
Object Evolution
Evolution is a science fiction novel by Stephen Baxter that explores the deep history and future of life on Earth through a sweeping, evolutionary epic.
E469524 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: Evolution | Statement: [Stephen Baxter, notableWork, Evolution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Evolution
Context triple: [Stephen Baxter, notableWork, Evolution]
  • A. Evolution
    "Evolution" is a 2001 studio album by the American R&B group Journey, showcasing a blend of rock and melodic ballads that helped define their classic sound.
  • B. Evolution
    "Evolution" is a film featuring actress Katharine Towne, known as one of her more prominent screen roles.
  • C. Evolution
    Evolution is a personal information management application and email client for Unix-like systems that integrates mail, calendar, address book, and task list functionality.
  • D. What Evolution Is
    What Evolution Is is a comprehensive book by evolutionary biologist Ernst Mayr that explains the mechanisms, evidence, and implications of biological evolution for a general audience.
  • E. Darwinism
    Darwinism is the scientific theory of biological evolution by natural selection, explaining how species change over time through heritable variation and differential survival and reproduction.
  • 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: Evolution
Triple: [Stephen Baxter, notableWork, Evolution]
Generated description
Evolution is a science fiction novel by Stephen Baxter that explores the deep history and future of life on Earth through a sweeping, evolutionary epic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Evolution
Target entity description: Evolution is a science fiction novel by Stephen Baxter that explores the deep history and future of life on Earth through a sweeping, evolutionary epic.
  • A. Evolution
    "Evolution" is a 2001 studio album by the American R&B group Journey, showcasing a blend of rock and melodic ballads that helped define their classic sound.
  • B. Evolution
    "Evolution" is a film featuring actress Katharine Towne, known as one of her more prominent screen roles.
  • C. Evolution
    Evolution is a personal information management application and email client for Unix-like systems that integrates mail, calendar, address book, and task list functionality.
  • D. What Evolution Is
    What Evolution Is is a comprehensive book by evolutionary biologist Ernst Mayr that explains the mechanisms, evidence, and implications of biological evolution for a general audience.
  • E. Darwinism
    Darwinism is the scientific theory of biological evolution by natural selection, explaining how species change over time through heritable variation and differential survival and reproduction.
  • 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.