Triple

T10131115
Position Surface form Disambiguated ID Type / Status
Subject Robert Hue E226338 entity
Predicate hasWork P6260 FINISHED
Object Il faut qu'on se parle
"Il faut qu'on se parle" is a political essay by French communist politician Robert Hue in which he reflects on the state of the left and proposes avenues for renewing political engagement in France.
 E841767 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: Il faut qu'on se parle | Statement: [Robert Hue, hasWork, Il faut qu'on se parle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Il faut qu'on se parle
Context triple: [Robert Hue, hasWork, Il faut qu'on se parle]
  • A. Je te dis vous
    "Je te dis vous" is a 1993 studio album by French singer Patricia Kaas that blends chanson, pop, and jazz influences and helped solidify her international success.
  • B. Entre Nous
    "Entre Nous" is a 1983 French drama film directed by Diane Kurys that explores the evolving friendship and emotional bond between two women in postwar France.
  • C. Lou n’a pas dit non
    Lou n’a pas dit non is a 1994 French-Swiss drama film directed by Anne-Marie Miéville that explores the complexities of love and communication within an intimate relationship.
  • D. Voulez-Vous
    "Voulez-Vous" is a disco-driven ABBA song known for its energetic rhythm and prominent use in the musical and film adaptation of Mamma Mia!.
  • E. Ne Me Quitte Pas
    "Ne Me Quitte Pas" is a poignant French-language song, originally by Jacques Brel, that Nina Simone famously interpreted with her distinctive, emotionally intense vocal style.
  • 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: Il faut qu'on se parle
Triple: [Robert Hue, hasWork, Il faut qu'on se parle]
Generated description
"Il faut qu'on se parle" is a political essay by French communist politician Robert Hue in which he reflects on the state of the left and proposes avenues for renewing political engagement in France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Il faut qu'on se parle
Target entity description: "Il faut qu'on se parle" is a political essay by French communist politician Robert Hue in which he reflects on the state of the left and proposes avenues for renewing political engagement in France.
  • A. Je te dis vous
    "Je te dis vous" is a 1993 studio album by French singer Patricia Kaas that blends chanson, pop, and jazz influences and helped solidify her international success.
  • B. Entre Nous
    "Entre Nous" is a 1983 French drama film directed by Diane Kurys that explores the evolving friendship and emotional bond between two women in postwar France.
  • C. Lou n’a pas dit non
    Lou n’a pas dit non is a 1994 French-Swiss drama film directed by Anne-Marie Miéville that explores the complexities of love and communication within an intimate relationship.
  • D. Voulez-Vous
    "Voulez-Vous" is a disco-driven ABBA song known for its energetic rhythm and prominent use in the musical and film adaptation of Mamma Mia!.
  • E. Ne Me Quitte Pas
    "Ne Me Quitte Pas" is a poignant French-language song, originally by Jacques Brel, that Nina Simone famously interpreted with her distinctive, emotionally intense vocal style.
  • 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_69ca843057b48190a86730167f5d6b98 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cdd33557a88190b5fb1938646d8532 completed April 2, 2026, 2:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cc8462ac81908485115bcf2a2d19 completed April 5, 2026, 8:56 p.m.
NEDg Description generation batch_69d2cdf5baac8190a117cb5cb00de215 completed April 5, 2026, 9:02 p.m.
NED2 Entity disambiguation (via description) batch_69d2ce71fa888190b8dd13df83a2cd78 completed April 5, 2026, 9:04 p.m.
Created at: March 30, 2026, 9:06 p.m.