Triple

T8494771
Position Surface form Disambiguated ID Type / Status
Subject Council of Science E201069 entity
Predicate employs P7 FINISHED
Object David Starr
David Starr is a fictional young scientist and space adventurer from Isaac Asimov’s (as Paul French) juvenile science fiction novels, where he serves as a special agent of the powerful Council of Science in a future Solar System.
E201453 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: David Starr | Statement: [Council of Science, employs, David Starr]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: David Starr
Context triple: [Council of Science, employs, David Starr]
  • A. David Starr
    David Starr is the real name of the fictional space adventurer known as Lucky Starr, the hero of Isaac Asimov’s science fiction juvenile novel series.
  • B. R. G. Tifft
    R. G. Tifft is an astronomer known for his work on galaxy observations, including the discovery of the Tucana Dwarf Galaxy.
  • C. Henry Nichols White
    Henry Nichols White was the eldest son of early Seventh-day Adventist pioneers James and Ellen G. White, remembered for his brief life and contributions to the young church before his early death.
  • D. Frank Marshall Davis
    Frank Marshall Davis was an African American poet, journalist, and political activist whose work explored race, class, and social justice in mid-20th-century America.
  • E. J. S. Redfield
    J. S. Redfield was a 19th-century American publisher known for issuing significant literary and political works, including writings by Walt Whitman.
  • 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: David Starr
Triple: [Council of Science, employs, David Starr]
Generated description
David Starr is a fictional young scientist and space adventurer from Isaac Asimov’s (as Paul French) juvenile science fiction novels, where he serves as a special agent of the powerful Council of Science in a future Solar System.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: David Starr
Target entity description: David Starr is a fictional young scientist and space adventurer from Isaac Asimov’s (as Paul French) juvenile science fiction novels, where he serves as a special agent of the powerful Council of Science in a future Solar System.
  • A. David Starr chosen
    David Starr is the real name of the fictional space adventurer known as Lucky Starr, the hero of Isaac Asimov’s science fiction juvenile novel series.
  • B. R. G. Tifft
    R. G. Tifft is an astronomer known for his work on galaxy observations, including the discovery of the Tucana Dwarf Galaxy.
  • C. Henry Nichols White
    Henry Nichols White was the eldest son of early Seventh-day Adventist pioneers James and Ellen G. White, remembered for his brief life and contributions to the young church before his early death.
  • D. Frank Marshall Davis
    Frank Marshall Davis was an African American poet, journalist, and political activist whose work explored race, class, and social justice in mid-20th-century America.
  • E. J. S. Redfield
    J. S. Redfield was a 19th-century American publisher known for issuing significant literary and political works, including writings by Walt Whitman.
  • F. None of above.

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_69ca831ee390819095fae73400bbfafc completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe57c01f881908cb77c8c834ac08d completed March 31, 2026, 3:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6d120f8c819088a1d9b23b621939 completed April 2, 2026, 1:20 p.m.
NEDg Description generation batch_69ce6e66c5e48190badcc5e075892006 completed April 2, 2026, 1:25 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f0cc434819089e78d24dfee5361 completed April 2, 2026, 1:28 p.m.
Created at: March 30, 2026, 6:13 p.m.