Triple

T14603984
Position Surface form Disambiguated ID Type / Status
Subject The Firefly E342777 entity
Predicate hasCharacter P2308 FINISHED
Object John Thurston
John Thurston is a fictional character appearing in the television series "The Firefly."
 E1111460 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: John Thurston | Statement: [The Firefly, hasCharacter, John Thurston]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Thurston
Context triple: [The Firefly, hasCharacter, John Thurston]
  • A. John Talman
    John Talman was an English antiquary and art collector of the early 18th century, notable for his pioneering role in the study and preservation of historical artifacts and artworks.
  • B. John Bluthal
    John Bluthal was a Polish-born British actor best known for his comic roles in British television and film, including his memorable performance in the sitcom "The Vicar of Dibley."
  • C. Ray Deakin
    Ray Deakin was an English professional footballer, best known as a tough-tackling defender whose performances earned him recognition in the Bolton Wanderers Hall of Fame.
  • D. David Thornton
    David Thornton is an American character actor known for his roles in film and television, and for being married to singer Cyndi Lauper.
  • E. Paul Thurston
    Paul Thurston is an American entrepreneur best known as the founder of the wildlife park and drive-through zoo Bear Country USA in South Dakota.
  • 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: John Thurston
Triple: [The Firefly, hasCharacter, John Thurston]
Generated description
John Thurston is a fictional character appearing in the television series "The Firefly."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Thurston
Target entity description: John Thurston is a fictional character appearing in the television series "The Firefly."
  • A. John Talman
    John Talman was an English antiquary and art collector of the early 18th century, notable for his pioneering role in the study and preservation of historical artifacts and artworks.
  • B. John Bluthal
    John Bluthal was a Polish-born British actor best known for his comic roles in British television and film, including his memorable performance in the sitcom "The Vicar of Dibley."
  • C. Ray Deakin
    Ray Deakin was an English professional footballer, best known as a tough-tackling defender whose performances earned him recognition in the Bolton Wanderers Hall of Fame.
  • D. David Thornton
    David Thornton is an American character actor known for his roles in film and television, and for being married to singer Cyndi Lauper.
  • E. Paul Thurston
    Paul Thurston is an American entrepreneur best known as the founder of the wildlife park and drive-through zoo Bear Country USA in South Dakota.
  • 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_69d822dec68081908c2553145c4051dc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb43a1bb48190bf520cb961f15b5e completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5c9a6748190878efa4970ce2b04 completed May 8, 2026, 12:23 p.m.
NEDg Description generation batch_69fdd73bf8188190b3d731dd82b90376 completed May 8, 2026, 12:29 p.m.
NED2 Entity disambiguation (via description) batch_69fdd7bd20748190b9145ef14ce2759b completed May 8, 2026, 12:31 p.m.
Created at: April 10, 2026, 1:25 a.m.