Triple

T20212159
Position Surface form Disambiguated ID Type / Status
Subject Darren Naish E493514 entity
Predicate notableWork P4 FINISHED
Object Dinosaurs: How They Lived and Evolved
Dinosaurs: How They Lived and Evolved is a popular science book that provides an accessible, up-to-date overview of dinosaur biology, behavior, and evolution based on modern paleontological research.
E1418403 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: Dinosaurs: How They Lived and Evolved | Statement: [Darren Naish, notableWork, Dinosaurs: How They Lived and Evolved]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dinosaurs: How They Lived and Evolved
Context triple: [Darren Naish, notableWork, Dinosaurs: How They Lived and Evolved]
  • A. Dinosaurs in Their Time
    Dinosaurs in Their Time is a flagship permanent exhibition at the Carnegie Museum of Natural History that showcases scientifically accurate dinosaur fossils in immersive, reconstructed prehistoric environments.
  • B. When Dinosaurs Ruled the Earth
    When Dinosaurs Ruled the Earth is a 1970 British prehistoric adventure film known for its stop-motion dinosaur effects and minimal dialogue, produced by Hammer Film Productions.
  • C. The Dinosaurs
    "The Dinosaurs" is a short story by Italo Calvino, included in his collection *Cosmicomics*, that playfully explores memory, extinction, and the coexistence of dinosaurs and humans through a fantastical, metafictional lens.
  • D. The Dinosaurs
    The Dinosaurs was a rock supergroup formed in the 1980s by veteran musicians from prominent 1960s San Francisco bands, known for reviving classic psychedelic and roots rock sounds.
  • E. Of Ants and Dinosaurs
    Of Ants and Dinosaurs is a science fiction novella by Chinese author Liu Cixin that explores the rise and fall of a symbiotic civilization formed between intelligent ants and dinosaurs as an allegory for human technological hubris and environmental destruction.
  • 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: Dinosaurs: How They Lived and Evolved
Triple: [Darren Naish, notableWork, Dinosaurs: How They Lived and Evolved]
Generated description
Dinosaurs: How They Lived and Evolved is a popular science book that provides an accessible, up-to-date overview of dinosaur biology, behavior, and evolution based on modern paleontological research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dinosaurs: How They Lived and Evolved
Target entity description: Dinosaurs: How They Lived and Evolved is a popular science book that provides an accessible, up-to-date overview of dinosaur biology, behavior, and evolution based on modern paleontological research.
  • A. Dinosaurs in Their Time
    Dinosaurs in Their Time is a flagship permanent exhibition at the Carnegie Museum of Natural History that showcases scientifically accurate dinosaur fossils in immersive, reconstructed prehistoric environments.
  • B. When Dinosaurs Ruled the Earth
    When Dinosaurs Ruled the Earth is a 1970 British prehistoric adventure film known for its stop-motion dinosaur effects and minimal dialogue, produced by Hammer Film Productions.
  • C. The Dinosaurs
    "The Dinosaurs" is a short story by Italo Calvino, included in his collection *Cosmicomics*, that playfully explores memory, extinction, and the coexistence of dinosaurs and humans through a fantastical, metafictional lens.
  • D. The Dinosaurs
    The Dinosaurs was a rock supergroup formed in the 1980s by veteran musicians from prominent 1960s San Francisco bands, known for reviving classic psychedelic and roots rock sounds.
  • E. Of Ants and Dinosaurs
    Of Ants and Dinosaurs is a science fiction novella by Chinese author Liu Cixin that explores the rise and fall of a symbiotic civilization formed between intelligent ants and dinosaurs as an allegory for human technological hubris and environmental destruction.
  • 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_69da6269614c8190bb40475d9d477358 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66ed627f48190a8ba638b85977af3 completed April 20, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0843f2768c8190b54054fc00c84332 completed May 16, 2026, 10:16 a.m.
NEDg Description generation batch_6a0844fdbc888190bd3a9e02d5f9bcc2 completed May 16, 2026, 10:20 a.m.
NED2 Entity disambiguation (via description) batch_6a0845e241048190ba7fb657d4dca3d7 completed May 16, 2026, 10:24 a.m.
Created at: April 11, 2026, 11:38 p.m.