Triple

T10647800
Position Surface form Disambiguated ID Type / Status
Subject Braquo E250881 entity
Predicate mainCharacter P1183 FINISHED
Object Walter Morlighem
Walter Morlighem is a central police officer character in the gritty French crime television series "Braquo," known for his involvement in morally ambiguous and high-risk operations.
 E878577 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: Walter Morlighem | Statement: [Braquo, mainCharacter, Walter Morlighem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walter Morlighem
Context triple: [Braquo, mainCharacter, Walter Morlighem]
  • A. Walter Heitz
    Walter Heitz was a German Wehrmacht general best known for commanding the VIII Army Corps and later the doomed German forces in Stalingrad during World War II.
  • B. Samuel Mines
    Samuel Mines was an American editor best known for his influential work in mid-20th-century science fiction magazines.
  • C. Walter Lundin
    Walter Lundin was an American cinematographer best known for his work on silent-era comedies, particularly films starring Harold Lloyd.
  • D. Thomas Mayne
    Thomas Mayne was an Australian food scientist best known for creating the chocolate malted milk drink Milo in the 1930s.
  • E. Joseph Naper
    Joseph Naper was a 19th-century pioneer, land surveyor, and politician who founded the settlement that grew into the city of Naperville, Illinois.
  • 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: Walter Morlighem
Triple: [Braquo, mainCharacter, Walter Morlighem]
Generated description
Walter Morlighem is a central police officer character in the gritty French crime television series "Braquo," known for his involvement in morally ambiguous and high-risk operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walter Morlighem
Target entity description: Walter Morlighem is a central police officer character in the gritty French crime television series "Braquo," known for his involvement in morally ambiguous and high-risk operations.
  • A. Walter Heitz
    Walter Heitz was a German Wehrmacht general best known for commanding the VIII Army Corps and later the doomed German forces in Stalingrad during World War II.
  • B. Samuel Mines
    Samuel Mines was an American editor best known for his influential work in mid-20th-century science fiction magazines.
  • C. Walter Lundin
    Walter Lundin was an American cinematographer best known for his work on silent-era comedies, particularly films starring Harold Lloyd.
  • D. Thomas Mayne
    Thomas Mayne was an Australian food scientist best known for creating the chocolate malted milk drink Milo in the 1930s.
  • E. Joseph Naper
    Joseph Naper was a 19th-century pioneer, land surveyor, and politician who founded the settlement that grew into the city of Naperville, Illinois.
  • 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_69d6aa5a4c4881908f39be6efe5981e5 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6dfe29b8081908eb13637e0475ba1 completed April 8, 2026, 11:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69d988530f288190b8150d159f723a74 completed April 10, 2026, 11:31 p.m.
NEDg Description generation batch_69d98afa316c8190b9645401d8e43f59 completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98c013348819094bde38a057257b4 completed April 10, 2026, 11:47 p.m.
Created at: April 8, 2026, 9:05 p.m.