Triple

T16767820
Position Surface form Disambiguated ID Type / Status
Subject Opokuma language E407512 entity
Predicate spokenBy P2181 FINISHED
Object Opokuma people
The Opokuma people are an ethnic group, likely part of the Ijaw cultural sphere in Nigeria, known for their distinct Opokuma language and local traditions.
E1550948 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: Opokuma people | Statement: [Opokuma language, spokenBy, Opokuma people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Opokuma people
Context triple: [Opokuma language, spokenBy, Opokuma people]
  • A. Kankuamo people
    The Kankuamo people are an Indigenous group of the Sierra Nevada de Santa Marta in northern Colombia, closely related culturally and linguistically to other Arhuaco-speaking communities of the region.
  • B. Atsugewi people
    The Atsugewi people are a Native American group traditionally living in the northeastern region of what is now California, known for their distinct language, basketry, and close relationship with the Pit River environment.
  • C. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • D. Mapun people
    The Mapun people are an indigenous ethnolinguistic group of the southern Philippines, primarily inhabiting Mapun (Cagayan de Sulu) Island in Tawi-Tawi and known for their distinct Austronesian culture and maritime traditions.
  • E. Tagaeri people
    The Tagaeri people are an Indigenous Waorani-related group of Ecuador’s Amazon who live in voluntary isolation, maintaining a traditional nomadic lifestyle deep within the rainforest.
  • 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: Opokuma people
Triple: [Opokuma language, spokenBy, Opokuma people]
Generated description
The Opokuma people are an ethnic group, likely part of the Ijaw cultural sphere in Nigeria, known for their distinct Opokuma language and local traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Opokuma people
Target entity description: The Opokuma people are an ethnic group, likely part of the Ijaw cultural sphere in Nigeria, known for their distinct Opokuma language and local traditions.
  • A. Kankuamo people
    The Kankuamo people are an Indigenous group of the Sierra Nevada de Santa Marta in northern Colombia, closely related culturally and linguistically to other Arhuaco-speaking communities of the region.
  • B. Atsugewi people
    The Atsugewi people are a Native American group traditionally living in the northeastern region of what is now California, known for their distinct language, basketry, and close relationship with the Pit River environment.
  • C. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • D. Mapun people
    The Mapun people are an indigenous ethnolinguistic group of the southern Philippines, primarily inhabiting Mapun (Cagayan de Sulu) Island in Tawi-Tawi and known for their distinct Austronesian culture and maritime traditions.
  • E. Tagaeri people
    The Tagaeri people are an Indigenous Waorani-related group of Ecuador’s Amazon who live in voluntary isolation, maintaining a traditional nomadic lifestyle deep within the rainforest.
  • 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b033d6b88190a1366a58d63b0546 completed April 18, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0b7eb6652c8190b446193ff8a0dd9c completed May 18, 2026, 9:03 p.m.
NEDg Description generation batch_6a0b834f488c8190bee40bd1caea0e40 completed May 18, 2026, 9:23 p.m.
NED2 Entity disambiguation (via description) batch_6a0b8717b65c819089d29c1802d1ed55 completed May 18, 2026, 9:39 p.m.
Created at: April 10, 2026, 5:21 a.m.