Triple

T3691725
Position Surface form Disambiguated ID Type / Status
Subject The Artist E78358 entity
Predicate producer P490 FINISHED
Object Thomas Langmann
Thomas Langmann is a French film producer and actor best known for producing the Academy Award–winning silent film "The Artist."
 E380282 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: Thomas Langmann | Statement: [The Artist, producer, Thomas Langmann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Thomas Langmann
Context triple: [The Artist, producer, Thomas Langmann]
  • A. George Pilger
    George Pilger is an individual notable enough to be recognized as a bearer of the surname Pilger, though specific widely known biographical details about him are not well documented.
  • B. Charles Hammann
    Charles Hammann was a U.S. Navy aviator and Medal of Honor recipient from World War I, recognized for his heroism in rescuing a fellow pilot under enemy fire.
  • C. Thomas Hartwig
    Thomas Hartwig is a technology entrepreneur best known as a co-founder of King Digital Entertainment, the company behind the hit game Candy Crush Saga.
  • D. Paul Langer
    Paul Langer is an individual notable enough to be recognized as a namesake of the surname Langer.
  • E. Michael Ballhaus
    Michael Ballhaus was a renowned German cinematographer celebrated for his dynamic camera work and frequent collaborations with director Martin Scorsese.
  • 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: Thomas Langmann
Triple: [The Artist, producer, Thomas Langmann]
Generated description
Thomas Langmann is a French film producer and actor best known for producing the Academy Award–winning silent film "The Artist."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Thomas Langmann
Target entity description: Thomas Langmann is a French film producer and actor best known for producing the Academy Award–winning silent film "The Artist."
  • A. George Pilger
    George Pilger is an individual notable enough to be recognized as a bearer of the surname Pilger, though specific widely known biographical details about him are not well documented.
  • B. Charles Hammann
    Charles Hammann was a U.S. Navy aviator and Medal of Honor recipient from World War I, recognized for his heroism in rescuing a fellow pilot under enemy fire.
  • C. Thomas Hartwig
    Thomas Hartwig is a technology entrepreneur best known as a co-founder of King Digital Entertainment, the company behind the hit game Candy Crush Saga.
  • D. Paul Langer
    Paul Langer is an individual notable enough to be recognized as a namesake of the surname Langer.
  • E. Michael Ballhaus
    Michael Ballhaus was a renowned German cinematographer celebrated for his dynamic camera work and frequent collaborations with director Martin Scorsese.
  • 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_69ad85e285a081908f8cbfa9e2ed9b75 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc4e783a88190b2837a68b8723a25 completed March 8, 2026, 6:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4c3c9e9c08190bd97642ccf39b172 completed March 14, 2026, 2:11 a.m.
NEDg Description generation batch_69b4c78bca688190bb06f64827285790 completed March 14, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_69b4c7f33dec8190b71ea08cb1d34c32 completed March 14, 2026, 2:29 a.m.
Created at: March 8, 2026, 3:26 p.m.