Triple

T4423808
Position Surface form Disambiguated ID Type / Status
Subject Wrath of Man E95162 entity
Predicate basedOnWorkAuthor P2806 FINISHED
Object Nicolas Boukhrief
Nicolas Boukhrief is a French filmmaker and screenwriter known for his work in crime and thriller cinema, including the film that inspired "Wrath of Man."
 E437146 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: Nicolas Boukhrief | Statement: [Wrath of Man, basedOnWorkAuthor, Nicolas Boukhrief]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nicolas Boukhrief
Context triple: [Wrath of Man, basedOnWorkAuthor, Nicolas Boukhrief]
  • A. Beji Caid Essebsi
    Beji Caid Essebsi was a Tunisian lawyer and politician who led the country’s democratic transition after the 2011 revolution and became its first freely elected president.
  • B. Abdelhakim Belhadj
    Abdelhakim Belhadj is a Libyan Islamist military commander and former rebel leader who played a prominent role in the 2011 uprising against Muammar Gaddafi.
  • C. Ahmed Hachani
    Ahmed Hachani is a Tunisian politician who has served as head of government under President Kais Saied.
  • D. Mehdi Jomaa
    Mehdi Jomaa is a Tunisian engineer and politician who served as Tunisia’s interim prime minister during the country’s post-revolution transitional period.
  • E. Tarso Toussidé
    Tarso Toussidé is a large volcanic massif and one of the prominent peaks of the Tibesti Mountains in northern Chad.
  • 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: Nicolas Boukhrief
Triple: [Wrath of Man, basedOnWorkAuthor, Nicolas Boukhrief]
Generated description
Nicolas Boukhrief is a French filmmaker and screenwriter known for his work in crime and thriller cinema, including the film that inspired "Wrath of Man."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nicolas Boukhrief
Target entity description: Nicolas Boukhrief is a French filmmaker and screenwriter known for his work in crime and thriller cinema, including the film that inspired "Wrath of Man."
  • A. Beji Caid Essebsi
    Beji Caid Essebsi was a Tunisian lawyer and politician who led the country’s democratic transition after the 2011 revolution and became its first freely elected president.
  • B. Abdelhakim Belhadj
    Abdelhakim Belhadj is a Libyan Islamist military commander and former rebel leader who played a prominent role in the 2011 uprising against Muammar Gaddafi.
  • C. Ahmed Hachani
    Ahmed Hachani is a Tunisian politician who has served as head of government under President Kais Saied.
  • D. Mehdi Jomaa
    Mehdi Jomaa is a Tunisian engineer and politician who served as Tunisia’s interim prime minister during the country’s post-revolution transitional period.
  • E. Tarso Toussidé
    Tarso Toussidé is a large volcanic massif and one of the prominent peaks of the Tibesti Mountains in northern Chad.
  • 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_69b3453a36908190b95a79a297ca083c completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3554b36a48190a475ac5474bed132 completed March 13, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f62f7eb88190a02669845126e790 completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f6c8a58481908d7bd3d4cfaf265c completed March 15, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_69b5f73f38d481908ad44dfd33de85ca completed March 15, 2026, 12:03 a.m.
Created at: March 12, 2026, 11:30 p.m.