Triple

T18695123
Position Surface form Disambiguated ID Type / Status
Subject Tata Province E457096 entity
Predicate hasMajorSettlement P316 FINISHED
Object Foum Zguid
Foum Zguid is a small desert town in southern Morocco that serves as a gateway to the Sahara and nearby remote oases.
 E1336959 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: Foum Zguid | Statement: [Tata Province, hasMajorSettlement, Foum Zguid]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Foum Zguid
Context triple: [Tata Province, hasMajorSettlement, Foum Zguid]
  • A. Fengari
    Fengari is a prominent mountain on the Greek island of Samothrace, famed in mythology as the peak from which Poseidon watched the Trojan War.
  • B. Faragoh
    Faragoh is a surname most notably associated with Francis Edward Faragoh, a Hungarian-American screenwriter active in early Hollywood cinema.
  • C. Fakui
    Fakui is the given name of Zhang Fakui, a notable Chinese military figure.
  • D. Fainall
    Fainall is a central, scheming antagonist in William Congreve’s Restoration comedy "The Way of the World," known for his manipulative and duplicitous nature.
  • E. Galmiz
    Galmiz is a small municipality in the canton of Fribourg in western Switzerland.
  • 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: Foum Zguid
Triple: [Tata Province, hasMajorSettlement, Foum Zguid]
Generated description
Foum Zguid is a small desert town in southern Morocco that serves as a gateway to the Sahara and nearby remote oases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Foum Zguid
Target entity description: Foum Zguid is a small desert town in southern Morocco that serves as a gateway to the Sahara and nearby remote oases.
  • A. Fengari
    Fengari is a prominent mountain on the Greek island of Samothrace, famed in mythology as the peak from which Poseidon watched the Trojan War.
  • B. Faragoh
    Faragoh is a surname most notably associated with Francis Edward Faragoh, a Hungarian-American screenwriter active in early Hollywood cinema.
  • C. Fakui
    Fakui is the given name of Zhang Fakui, a notable Chinese military figure.
  • D. Fainall
    Fainall is a central, scheming antagonist in William Congreve’s Restoration comedy "The Way of the World," known for his manipulative and duplicitous nature.
  • E. Galmiz
    Galmiz is a small municipality in the canton of Fribourg in western Switzerland.
  • 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_69d8d391eb488190ac2e9abf5bf255e4 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e562e66a188190801fd95f9be26042 completed April 19, 2026, 11:19 p.m.
NED1 Entity disambiguation (via context triple) batch_6a052361dbf4819090cd164c923cc97f completed May 14, 2026, 1:20 a.m.
NEDg Description generation batch_6a05245f158081908f8016fecafe8d73 completed May 14, 2026, 1:24 a.m.
NED2 Entity disambiguation (via description) batch_6a0524d0e9108190af82f170818ef575 completed May 14, 2026, 1:26 a.m.
Created at: April 10, 2026, 11:49 a.m.