Triple

T19247317
Position Surface form Disambiguated ID Type / Status
Subject The Lone Gunmen episode "Pilot" E481294 entity
Predicate featuresCharacter P626 FINISHED
Object Richard "Ringo" Langly
Richard "Ringo" Langly is a long-haired, hacker-savvy conspiracy theorist and one of the three eccentric members of The Lone Gunmen in The X-Files universe.
E1368587 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: Richard "Ringo" Langly | Statement: [The Lone Gunmen episode "Pilot", featuresCharacter, Richard "Ringo" Langly]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richard "Ringo" Langly
Context triple: [The Lone Gunmen episode "Pilot", featuresCharacter, Richard "Ringo" Langly]
  • A. Ringo
    Ringo is the central protagonist of "The Unvanquished," around whom the novel’s events and character dynamics revolve.
  • B. Ringo
    Ringo is a telecommunications and calling service brand owned by the Indian technology conglomerate Directi Group.
  • C. Ringo Starr
    Ringo Starr is an English musician and actor best known as the drummer of the Beatles and for his subsequent solo career.
  • D. Jimmy Ringo
    Jimmy Ringo is the aging, world-weary gunfighter at the center of the classic Western film "The Gunfighter," known for his deadly reputation and desire to escape his violent past.
  • E. John Peters Ringo
    John Peters "Johnny" Ringo was a notorious Old West outlaw and gunfighter associated with the Cochise County Cowboys during the late 19th century in Arizona Territory.
  • 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: Richard "Ringo" Langly
Triple: [The Lone Gunmen episode "Pilot", featuresCharacter, Richard "Ringo" Langly]
Generated description
Richard "Ringo" Langly is a long-haired, hacker-savvy conspiracy theorist and one of the three eccentric members of The Lone Gunmen in The X-Files universe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richard "Ringo" Langly
Target entity description: Richard "Ringo" Langly is a long-haired, hacker-savvy conspiracy theorist and one of the three eccentric members of The Lone Gunmen in The X-Files universe.
  • A. Ringo
    Ringo is the central protagonist of "The Unvanquished," around whom the novel’s events and character dynamics revolve.
  • B. Ringo
    Ringo is a telecommunications and calling service brand owned by the Indian technology conglomerate Directi Group.
  • C. Ringo Starr
    Ringo Starr is an English musician and actor best known as the drummer of the Beatles and for his subsequent solo career.
  • D. Jimmy Ringo
    Jimmy Ringo is the aging, world-weary gunfighter at the center of the classic Western film "The Gunfighter," known for his deadly reputation and desire to escape his violent past.
  • E. John Peters Ringo
    John Peters "Johnny" Ringo was a notorious Old West outlaw and gunfighter associated with the Cochise County Cowboys during the late 19th century in Arizona Territory.
  • 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_69d8e8cd9d1081908a181d02b88b59b8 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fb2daacc8190b8af99dee51f238d completed April 20, 2026, 10:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0714455568819095e063dd2b4da3ef completed May 15, 2026, 12:40 p.m.
NEDg Description generation batch_6a0714fcd0248190a93297332599f74d completed May 15, 2026, 12:43 p.m.
NED2 Entity disambiguation (via description) batch_6a071542cf0c81908658008e0ee9fcbb completed May 15, 2026, 12:44 p.m.
Created at: April 10, 2026, 1:27 p.m.