Triple

T4467142
Position Surface form Disambiguated ID Type / Status
Subject Peter F. Hamilton E98405 entity
Predicate notableWork P4 FINISHED
Object Pandora's Star
"Pandora's Star" is a sprawling science fiction novel by Peter F. Hamilton that launches the Commonwealth Saga, known for its intricate world-building, ensemble cast, and exploration of interstellar politics and alien contact.
E441540 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: Pandora's Star | Statement: [Peter F. Hamilton, notableWork, Pandora's Star]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pandora's Star
Context triple: [Peter F. Hamilton, notableWork, Pandora's Star]
  • A. The Star
    The Star is the English title of Surah An-Najm, a chapter of the Qur’an that emphasizes the divine origin of revelation and the authority of the Prophet Muhammad.
  • B. The Star
    The Star is a mixed-use development in Frisco, Texas that serves as the Dallas Cowboys’ headquarters and practice facility, surrounded by retail, dining, and entertainment venues.
  • C. The Star
    The Star is a 1952 drama film starring Bette Davis as a fading Hollywood actress struggling with the loss of her fame and career.
  • D. Starcatcher
    Starcatcher is a rock album by American band Greta Van Fleet that continues their retro, hard-rock sound with themes of mysticism and fantasy.
  • E. The Starlost
    The Starlost is a 1973 Canadian science fiction television series set aboard a vast, drifting generational spaceship whose isolated biosphere communities are unaware they are on a ship.
  • 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: Pandora's Star
Triple: [Peter F. Hamilton, notableWork, Pandora's Star]
Generated description
"Pandora's Star" is a sprawling science fiction novel by Peter F. Hamilton that launches the Commonwealth Saga, known for its intricate world-building, ensemble cast, and exploration of interstellar politics and alien contact.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pandora's Star
Target entity description: "Pandora's Star" is a sprawling science fiction novel by Peter F. Hamilton that launches the Commonwealth Saga, known for its intricate world-building, ensemble cast, and exploration of interstellar politics and alien contact.
  • A. The Star
    The Star is the English title of Surah An-Najm, a chapter of the Qur’an that emphasizes the divine origin of revelation and the authority of the Prophet Muhammad.
  • B. The Star
    The Star is a mixed-use development in Frisco, Texas that serves as the Dallas Cowboys’ headquarters and practice facility, surrounded by retail, dining, and entertainment venues.
  • C. The Star
    The Star is a 1952 drama film starring Bette Davis as a fading Hollywood actress struggling with the loss of her fame and career.
  • D. Starcatcher
    Starcatcher is a rock album by American band Greta Van Fleet that continues their retro, hard-rock sound with themes of mysticism and fantasy.
  • E. The Starlost
    The Starlost is a 1973 Canadian science fiction television series set aboard a vast, drifting generational spaceship whose isolated biosphere communities are unaware they are on a ship.
  • 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_69b3454b4ae481908967426dd37284d6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3569a38e88190a8d590931c4a7c96 completed March 13, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69b628665ba4819095d5ab205dd852d7 completed March 15, 2026, 3:32 a.m.
NEDg Description generation batch_69b62954b77c8190968f844514656415 completed March 15, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69b62a0cd92c8190a9eee2a9d73fb679 completed March 15, 2026, 3:39 a.m.
Created at: March 12, 2026, 11:34 p.m.