Triple

T10131087
Position Surface form Disambiguated ID Type / Status
Subject Robert Hue E226338 entity
Predicate familyName P18 FINISHED
Object Hue
Hue is a French surname most notably borne by Robert Hue, a prominent French communist politician.
 E116514 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: Hue | Statement: [Robert Hue, familyName, Hue]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hue
Context triple: [Robert Hue, familyName, Hue]
  • A. Hue
    Hue is a historic city in central Vietnam that served as the former imperial capital and was a major battleground during the Vietnam War.
  • B. Buren
    Buren is a historic Dutch town in the province of Gelderland, known for its ties to the Dutch royal family and its well-preserved medieval character.
  • C. Buren
    Buren is the entomologist who formally described the invasive red imported fire ant species Solenopsis invicta.
  • D. Barvas
    Barvas is a coastal village and community on the Isle of Lewis in Scotland’s Outer Hebrides, known for its Gaelic heritage and traditional crofting landscape.
  • E. Beigem
    Beigem is a village in the Flemish Brabant province of Belgium, known as a sub-municipality of Grimbergen.
  • 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: Hue
Triple: [Robert Hue, familyName, Hue]
Generated description
Hue is a French surname most notably borne by Robert Hue, a prominent French communist politician.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hue
Target entity description: Hue is a French surname most notably borne by Robert Hue, a prominent French communist politician.
  • A. Hue chosen
    Hue is a historic city in central Vietnam that served as the former imperial capital and was a major battleground during the Vietnam War.
  • B. Buren
    Buren is a historic Dutch town in the province of Gelderland, known for its ties to the Dutch royal family and its well-preserved medieval character.
  • C. Buren
    Buren is the entomologist who formally described the invasive red imported fire ant species Solenopsis invicta.
  • D. Barvas
    Barvas is a coastal village and community on the Isle of Lewis in Scotland’s Outer Hebrides, known for its Gaelic heritage and traditional crofting landscape.
  • E. Beigem
    Beigem is a village in the Flemish Brabant province of Belgium, known as a sub-municipality of Grimbergen.
  • F. None of above.

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.