Triple

T1664532
Position Surface form Disambiguated ID Type / Status
Subject Communist Party of France E35979 entity
Predicate notableMember P10 FINISHED
Object Robert Hue
Robert Hue is a French politician who led the French Communist Party in the 1990s and early 2000s and ran as its candidate in the 1995 and 2002 presidential elections.
E226338 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: Robert Hue | Statement: [Communist Party of France, notableMember, Robert Hue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Hue
Context triple: [Communist Party of France, notableMember, Robert Hue]
  • A. Charles Hudson
    Charles Hudson was a 19th-century British mountaineer and Anglican clergyman known for his pioneering ascents in the Alps.
  • B. John Grandy
    John Grandy was a senior Royal Air Force officer who rose to become a leading commander of British fighter forces during and after the Second World War.
  • C. Christopher Denham
    Christopher Denham is an American actor and filmmaker known for his supporting roles in films such as Argo and Shutter Island, as well as his work in independent cinema and television.
  • D. Leo Gordon
    Leo Gordon was an American character actor and screenwriter known for his tough-guy roles in numerous Westerns and crime films from the 1950s through the 1970s.
  • E. Robert Harper
    Robert Harper was an 18th-century millwright and early settler whose establishment of a ferry and town at the confluence of the Potomac and Shenandoah Rivers led to the community later known as Harpers Ferry, West Virginia being named in his honor.
  • 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: Robert Hue
Triple: [Communist Party of France, notableMember, Robert Hue]
Generated description
Robert Hue is a French politician who led the French Communist Party in the 1990s and early 2000s and ran as its candidate in the 1995 and 2002 presidential elections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Hue
Target entity description: Robert Hue is a French politician who led the French Communist Party in the 1990s and early 2000s and ran as its candidate in the 1995 and 2002 presidential elections.
  • A. Charles Hudson
    Charles Hudson was a 19th-century British mountaineer and Anglican clergyman known for his pioneering ascents in the Alps.
  • B. John Grandy
    John Grandy was a senior Royal Air Force officer who rose to become a leading commander of British fighter forces during and after the Second World War.
  • C. Christopher Denham
    Christopher Denham is an American actor and filmmaker known for his supporting roles in films such as Argo and Shutter Island, as well as his work in independent cinema and television.
  • D. Leo Gordon
    Leo Gordon was an American character actor and screenwriter known for his tough-guy roles in numerous Westerns and crime films from the 1950s through the 1970s.
  • E. Robert Harper
    Robert Harper was an 18th-century millwright and early settler whose establishment of a ferry and town at the confluence of the Potomac and Shenandoah Rivers led to the community later known as Harpers Ferry, West Virginia being named in his honor.
  • 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_69a88606aa808190aa0b421b4271f220 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90ad958f48190a6344e1be78b574d completed March 5, 2026, 4:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0aaf7a008190bf7e5808838c6c2b completed March 8, 2026, 11:47 p.m.
NEDg Description generation batch_69ae0b49abfc81908876ea54c7b7dcc2 completed March 8, 2026, 11:50 p.m.
NED2 Entity disambiguation (via description) batch_69ae0d1bb5c881908c27bdd359e78773 completed March 8, 2026, 11:58 p.m.
Created at: March 4, 2026, 7:29 p.m.