Triple

T22862057
Position Surface form Disambiguated ID Type / Status
Subject Far North Region (Cameroon) E566949 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Arab Choa
Arab Choa are a traditionally pastoral Arab ethnic group of the Lake Chad basin, particularly present in northern Cameroon and neighboring countries.
 E1558787 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: Arab Choa | Statement: [Far North Region (Cameroon), hasEthnicGroup, Arab Choa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arab Choa
Context triple: [Far North Region (Cameroon), hasEthnicGroup, Arab Choa]
  • A. Shati Al-Qurm
    Shati Al-Qurm is an upscale coastal district in Muscat, Oman, known for its beaches, embassies, and prominent cultural venues.
  • B. Al-Bar’ah
    Al-Bar’ah is a traditional Omani folk dance characterized by rhythmic movements, chanting, and the use of swords or daggers, often performed at celebrations and cultural events.
  • C. Nad Al Hamar
    Nad Al Hamar is a residential and industrial community in Dubai, United Arab Emirates, known for its strategic location near major roads and key city districts.
  • D. Salqin
    Salqin is a town in northwestern Syria near the Turkish border, situated within the Idlib region and known for its agricultural surroundings and hilly terrain.
  • E. Teba
    Teba is a town in the province of Málaga, Spain, historically notable as the site of a major medieval battle during the Reconquista.
  • 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: Arab Choa
Triple: [Far North Region (Cameroon), hasEthnicGroup, Arab Choa]
Generated description
Arab Choa are a traditionally pastoral Arab ethnic group of the Lake Chad basin, particularly present in northern Cameroon and neighboring countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arab Choa
Target entity description: Arab Choa are a traditionally pastoral Arab ethnic group of the Lake Chad basin, particularly present in northern Cameroon and neighboring countries.
  • A. Shati Al-Qurm
    Shati Al-Qurm is an upscale coastal district in Muscat, Oman, known for its beaches, embassies, and prominent cultural venues.
  • B. Al-Bar’ah
    Al-Bar’ah is a traditional Omani folk dance characterized by rhythmic movements, chanting, and the use of swords or daggers, often performed at celebrations and cultural events.
  • C. Nad Al Hamar
    Nad Al Hamar is a residential and industrial community in Dubai, United Arab Emirates, known for its strategic location near major roads and key city districts.
  • D. Salqin
    Salqin is a town in northwestern Syria near the Turkish border, situated within the Idlib region and known for its agricultural surroundings and hilly terrain.
  • E. Teba
    Teba is a town in the province of Málaga, Spain, historically notable as the site of a major medieval battle during the Reconquista.
  • 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_69e24589083081908d5694c4fdc80086 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17efdc3b08190be03d856aa86b277 completed April 29, 2026, 3:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bae8d7814819090b529ce8d612e44 completed May 19, 2026, 12:27 a.m.
NEDg Description generation batch_6a0baf96f71c8190b1c0ee09d1fbde19 completed May 19, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0bb0d8a2f0819084161d3a09cfa1ae completed May 19, 2026, 12:37 a.m.
Created at: April 17, 2026, 3:37 p.m.