Triple

T13975520
Position Surface form Disambiguated ID Type / Status
Subject Halt and Catch Fire E336177 entity
Predicate mainCharacter P1183 FINISHED
Object John Bosworth
John Bosworth is a seasoned, old-school Texas businessman and executive who serves as a mentor and stabilizing force amid the volatile tech innovators in the television drama "Halt and Catch Fire."
E1072701 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 Bosworth | Statement: [Halt and Catch Fire, mainCharacter, John Bosworth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John Bosworth
Context triple: [Halt and Catch Fire, mainCharacter, John Bosworth]
  • A. Thomas Spalding
    Thomas Spalding was a prominent early 19th-century Georgia planter and politician known for his leadership in agriculture and public affairs, for whom Spalding County, Georgia, is named.
  • B. William Gambel
    William Gambel was a 19th-century American naturalist and explorer known for his ornithological work in the western United States.
  • C. Samuel Bayliss
    Samuel Bayliss was a notable local figure significant enough to have Bayliss Park named in his honor, likely for his contributions to the surrounding community or its development.
  • D. Henry Boucher
    Henry Boucher was a French political figure known for co-founding the center-right Democratic Republican Alliance during the Third Republic.
  • E. George Merritt
    George Merritt was a 19th-century New York businessman and industrialist best known for expanding and transforming Lyndhurst Mansion into a grand Gothic Revival estate.
  • 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 Bosworth
Triple: [Halt and Catch Fire, mainCharacter, John Bosworth]
Generated description
John Bosworth is a seasoned, old-school Texas businessman and executive who serves as a mentor and stabilizing force amid the volatile tech innovators in the television drama "Halt and Catch Fire."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John Bosworth
Target entity description: John Bosworth is a seasoned, old-school Texas businessman and executive who serves as a mentor and stabilizing force amid the volatile tech innovators in the television drama "Halt and Catch Fire."
  • A. Thomas Spalding
    Thomas Spalding was a prominent early 19th-century Georgia planter and politician known for his leadership in agriculture and public affairs, for whom Spalding County, Georgia, is named.
  • B. William Gambel
    William Gambel was a 19th-century American naturalist and explorer known for his ornithological work in the western United States.
  • C. Samuel Bayliss
    Samuel Bayliss was a notable local figure significant enough to have Bayliss Park named in his honor, likely for his contributions to the surrounding community or its development.
  • D. Henry Boucher
    Henry Boucher was a French political figure known for co-founding the center-right Democratic Republican Alliance during the Third Republic.
  • E. George Merritt
    George Merritt was a 19th-century New York businessman and industrialist best known for expanding and transforming Lyndhurst Mansion into a grand Gothic Revival estate.
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e90dc148190b38e339aac0de484 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1e1eb108190b3c0739b94556172 completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba5bff3b88190b5fcf3834e419b72 completed May 6, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69fba9af1e0c81908d4013410e76535a completed May 6, 2026, 8:50 p.m.
Created at: April 9, 2026, 10:18 p.m.