Triple

T13448720
Position Surface form Disambiguated ID Type / Status
Subject Unforgotten E320550 entity
Predicate creator P184 FINISHED
Object Chris Lang
Chris Lang is a British television writer and producer best known for creating acclaimed crime dramas, including the series "Unforgotten."
E1040265 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: Chris Lang | Statement: [Unforgotten, creator, Chris Lang]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chris Lang
Context triple: [Unforgotten, creator, Chris Lang]
  • A. Chris Langham
    Chris Langham is a British actor, writer, and comedian best known for his work in television satire and comedy, including prominent roles in acclaimed UK series.
  • B. Nick Lang
    Nick Lang is a fictional, pampered Hollywood action-movie star who shadows a real New York City detective to prepare for a gritty role in the 1991 film "The Hard Way."
  • C. Neal Lang
    Neal Lang was the husband of American comic actress and singer Martha Raye.
  • D. Stephen Langridge
    Stephen Langridge is a British opera and theatre director known for leading major European opera institutions and for his innovative, often socially engaged productions.
  • E. Michael Hunsaker
    Michael Hunsaker is a fictional former Vietnam War comrade of Roger Murtaugh whose involvement in a dangerous heroin-smuggling operation drives much of the plot in the action film "Lethal Weapon."
  • 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: Chris Lang
Triple: [Unforgotten, creator, Chris Lang]
Generated description
Chris Lang is a British television writer and producer best known for creating acclaimed crime dramas, including the series "Unforgotten."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chris Lang
Target entity description: Chris Lang is a British television writer and producer best known for creating acclaimed crime dramas, including the series "Unforgotten."
  • A. Chris Langham
    Chris Langham is a British actor, writer, and comedian best known for his work in television satire and comedy, including prominent roles in acclaimed UK series.
  • B. Nick Lang
    Nick Lang is a fictional, pampered Hollywood action-movie star who shadows a real New York City detective to prepare for a gritty role in the 1991 film "The Hard Way."
  • C. Neal Lang
    Neal Lang was the husband of American comic actress and singer Martha Raye.
  • D. Stephen Langridge
    Stephen Langridge is a British opera and theatre director known for leading major European opera institutions and for his innovative, often socially engaged productions.
  • E. Michael Hunsaker
    Michael Hunsaker is a fictional former Vietnam War comrade of Roger Murtaugh whose involvement in a dangerous heroin-smuggling operation drives much of the plot in the action film "Lethal Weapon."
  • 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_69d80761e6cc8190a90c844589998ecc completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaef758b08190b9aa5ec7082cd417 completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f73999f8388190b2c578e063341178 completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73af2b37481908c4d282c1335fe08 completed May 3, 2026, 12:09 p.m.
NED2 Entity disambiguation (via description) batch_69f73b959de88190959335353242031b completed May 3, 2026, 12:12 p.m.
Created at: April 9, 2026, 9:41 p.m.