Triple

T6310358
Position Surface form Disambiguated ID Type / Status
Subject Hugues E141482 entity
Predicate hasVariantSpelling P457 FINISHED
Object Huges
Huges is a variant spelling of the given name Hugues, commonly used in French-speaking contexts.
 E584405 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: Huges | Statement: [Hugues, hasVariantSpelling, Huges]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Huges
Context triple: [Hugues, hasVariantSpelling, Huges]
  • A. Humphreys
    Humphreys is a small unincorporated community located within Lea County in southeastern New Mexico.
  • B. Hubert
    Hubert is a masculine given name of Germanic origin meaning "bright heart" or "shining intellect," historically borne by saints, nobles, and notable public figures.
  • C. Hilaire
    Hilaire is a given name associated with the French Impressionist artist Edgar Degas, whose full name was Hilaire-Germain-Edgar Degas.
  • D. Orson
    Orson is a masculine given name most famously associated with the American filmmaker and actor Orson Welles.
  • E. Baldwin
    Baldwin is a small rural community located within the town of Georgina in Ontario, Canada.
  • 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: Huges
Triple: [Hugues, hasVariantSpelling, Huges]
Generated description
Huges is a variant spelling of the given name Hugues, commonly used in French-speaking contexts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Huges
Target entity description: Huges is a variant spelling of the given name Hugues, commonly used in French-speaking contexts.
  • A. Humphreys
    Humphreys is a small unincorporated community located within Lea County in southeastern New Mexico.
  • B. Hubert
    Hubert is a masculine given name of Germanic origin meaning "bright heart" or "shining intellect," historically borne by saints, nobles, and notable public figures.
  • C. Hilaire
    Hilaire is a given name associated with the French Impressionist artist Edgar Degas, whose full name was Hilaire-Germain-Edgar Degas.
  • D. Orson
    Orson is a masculine given name most famously associated with the American filmmaker and actor Orson Welles.
  • E. Baldwin
    Baldwin is a small rural community located within the town of Georgina in Ontario, Canada.
  • 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_69c008d00efc8190a36c05b4b4a3bf4b completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0648074b081908ba661651ba705a7 completed March 22, 2026, 9:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5e45a924081909a1190ce2987b16d completed March 27, 2026, 1:58 a.m.
NEDg Description generation batch_69c5e83baa8c819083ac5d8ed402f8b9 completed March 27, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69c5e8cf4f7881908ede524ba24c1c9a completed March 27, 2026, 2:17 a.m.
Created at: March 22, 2026, 4:28 p.m.