Triple

T16375932
Position Surface form Disambiguated ID Type / Status
Subject Oriental Region E397679 entity
Predicate containsCity P294 FINISHED
Object Ahfir
Ahfir is a town in northeastern Morocco near the Algerian border, known as a local commercial and transit center within the Oriental region.
 E1210695 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: Ahfir | Statement: [Oriental Region, containsCity, Ahfir]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ahfir
Context triple: [Oriental Region, containsCity, Ahfir]
  • A. Afif
    Afif is a town in central Saudi Arabia known as an inland community within the Riyadh administrative region.
  • B. Afizere
    Afizere is a Plateau language spoken by the Afizere (Jarawa) people primarily in and around Jos in central Nigeria.
  • C. Akhras
    Akhras is a Syrian-origin family name best known for being the maiden surname of Asma al-Assad, the First Lady of Syria.
  • D. Galafi
    Galafi is a small border town in Djibouti that serves as a key road crossing and trade gateway between Djibouti and Ethiopia.
  • E. Ohafia
    Ohafia is a prominent town and traditional Igbo community in southeastern Nigeria known for its rich cultural heritage and warrior history.
  • 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: Ahfir
Triple: [Oriental Region, containsCity, Ahfir]
Generated description
Ahfir is a town in northeastern Morocco near the Algerian border, known as a local commercial and transit center within the Oriental region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ahfir
Target entity description: Ahfir is a town in northeastern Morocco near the Algerian border, known as a local commercial and transit center within the Oriental region.
  • A. Afif
    Afif is a town in central Saudi Arabia known as an inland community within the Riyadh administrative region.
  • B. Afizere
    Afizere is a Plateau language spoken by the Afizere (Jarawa) people primarily in and around Jos in central Nigeria.
  • C. Akhras
    Akhras is a Syrian-origin family name best known for being the maiden surname of Asma al-Assad, the First Lady of Syria.
  • D. Galafi
    Galafi is a small border town in Djibouti that serves as a key road crossing and trade gateway between Djibouti and Ethiopia.
  • E. Ohafia
    Ohafia is a prominent town and traditional Igbo community in southeastern Nigeria known for its rich cultural heritage and warrior history.
  • 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_69d87f2880b48190ae1a9673a3bbef80 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e319d79df8819087285b9457b7bdb6 completed April 18, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00356406208190a9cedc1de2ab4e07 completed May 10, 2026, 7:36 a.m.
NEDg Description generation batch_6a00377305bc8190a566c4ed4aed70c9 completed May 10, 2026, 7:44 a.m.
NED2 Entity disambiguation (via description) batch_6a0037e43a2c8190993447ade595f6e6 completed May 10, 2026, 7:46 a.m.
Created at: April 10, 2026, 5:08 a.m.