Triple

T1924310
Position Surface form Disambiguated ID Type / Status
Subject The Stars, Like Dust E40193 entity
Predicate mainCharacter P1183 FINISHED
Object Biron Farrill
Biron Farrill is the young noble protagonist of Isaac Asimov’s science fiction novel "The Stars, Like Dust," who becomes embroiled in a galactic conspiracy and rebellion against a tyrannical empire.
 E220801 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: Biron Farrill | Statement: [The Stars, Like Dust, mainCharacter, Biron Farrill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Biron Farrill
Context triple: [The Stars, Like Dust, mainCharacter, Biron Farrill]
  • A. Fletcher Harper
    Fletcher Harper was a 19th-century American publisher best known as a co-founder of the influential New York publishing house Harper & Brothers.
  • B. Jackson Healy
    Jackson Healy is a tough, no-nonsense enforcer who teams up with a hapless private investigator to unravel a conspiracy in the neo-noir action-comedy film "The Nice Guys."
  • C. Brandon Maggart
    Brandon Maggart is an American actor and singer best known for his character roles in film and television since the 1970s.
  • D. Elliott Frost
    Elliott Frost was one of the children of renowned American poet Robert Frost.
  • E. Connor Jessup
    Connor Jessup is a Canadian actor and filmmaker best known for his roles in the TV series "Falling Skies" and "Locke & Key."
  • 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: Biron Farrill
Triple: [The Stars, Like Dust, mainCharacter, Biron Farrill]
Generated description
Biron Farrill is the young noble protagonist of Isaac Asimov’s science fiction novel "The Stars, Like Dust," who becomes embroiled in a galactic conspiracy and rebellion against a tyrannical empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Biron Farrill
Target entity description: Biron Farrill is the young noble protagonist of Isaac Asimov’s science fiction novel "The Stars, Like Dust," who becomes embroiled in a galactic conspiracy and rebellion against a tyrannical empire.
  • A. Fletcher Harper
    Fletcher Harper was a 19th-century American publisher best known as a co-founder of the influential New York publishing house Harper & Brothers.
  • B. Jackson Healy
    Jackson Healy is a tough, no-nonsense enforcer who teams up with a hapless private investigator to unravel a conspiracy in the neo-noir action-comedy film "The Nice Guys."
  • C. Brandon Maggart
    Brandon Maggart is an American actor and singer best known for his character roles in film and television since the 1970s.
  • D. Elliott Frost
    Elliott Frost was one of the children of renowned American poet Robert Frost.
  • E. Connor Jessup
    Connor Jessup is a Canadian actor and filmmaker best known for his roles in the TV series "Falling Skies" and "Locke & Key."
  • 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_69a8864298748190a2f2fd34f7ef8d77 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb2359ca0819082b514a34c469b21 completed March 7, 2026, 5:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbb0be848190a492ed8fa3b600ea completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc2b6a0c8190a9129dc0a930d1b1 completed March 8, 2026, 10:46 p.m.
NED2 Entity disambiguation (via description) batch_69adfd3ecb7881909a6692bb58211c2e completed March 8, 2026, 10:50 p.m.
Created at: March 4, 2026, 7:35 p.m.