Triple

T14010469
Position Surface form Disambiguated ID Type / Status
Subject Middle Belt peoples of Nigeria E337063 entity
Predicate includesEthnicGroup P1898 FINISHED
Object Moroa people
The Moroa people are an ethnic group indigenous to Nigeria’s Middle Belt region, known for their distinct language, cultural traditions, and agrarian lifestyle.
E1075737 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: Moroa people | Statement: [Middle Belt peoples of Nigeria, includesEthnicGroup, Moroa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Moroa people
Context triple: [Middle Belt peoples of Nigeria, includesEthnicGroup, Moroa people]
  • A. Huetar people
    The Huetar people are an Indigenous group of Costa Rica known historically for their influential chiefdoms in the Central Valley and their role as skilled traders and artisans prior to Spanish colonization.
  • B. Kaytetye people
    The Kaytetye people are an Aboriginal Australian group from the central Northern Territory, with a distinct language and culture deeply connected to their ancestral lands.
  • C. Guanche people
    The Guanche people were the indigenous inhabitants of the Canary Islands, known for their Berber-related origins, distinct language, and unique pre-Hispanic culture before Spanish conquest.
  • D. Resígaro people
    The Resígaro people are an Indigenous group from the northwestern Amazon, primarily in Peru and Colombia, known for their nearly extinct Resígaro language and traditional forest-based way of life.
  • E. Serrano people
    The Serrano people are an Indigenous group of Southern California whose traditional homeland spans the San Bernardino Mountains and surrounding desert regions, where they have long maintained distinct cultural, linguistic, and spiritual traditions.
  • 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: Moroa people
Triple: [Middle Belt peoples of Nigeria, includesEthnicGroup, Moroa people]
Generated description
The Moroa people are an ethnic group indigenous to Nigeria’s Middle Belt region, known for their distinct language, cultural traditions, and agrarian lifestyle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Moroa people
Target entity description: The Moroa people are an ethnic group indigenous to Nigeria’s Middle Belt region, known for their distinct language, cultural traditions, and agrarian lifestyle.
  • A. Huetar people
    The Huetar people are an Indigenous group of Costa Rica known historically for their influential chiefdoms in the Central Valley and their role as skilled traders and artisans prior to Spanish colonization.
  • B. Kaytetye people
    The Kaytetye people are an Aboriginal Australian group from the central Northern Territory, with a distinct language and culture deeply connected to their ancestral lands.
  • C. Guanche people
    The Guanche people were the indigenous inhabitants of the Canary Islands, known for their Berber-related origins, distinct language, and unique pre-Hispanic culture before Spanish conquest.
  • D. Resígaro people
    The Resígaro people are an Indigenous group from the northwestern Amazon, primarily in Peru and Colombia, known for their nearly extinct Resígaro language and traditional forest-based way of life.
  • E. Serrano people
    The Serrano people are an Indigenous group of Southern California whose traditional homeland spans the San Bernardino Mountains and surrounding desert regions, where they have long maintained distinct cultural, linguistic, and spiritual traditions.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ed5cfd0819085b9c860b119a9de completed April 14, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbc32b459c81908b652286f444e940 completed May 6, 2026, 10:39 p.m.
NEDg Description generation batch_69fc437803508190821dbe3b42f6d727 completed May 7, 2026, 7:47 a.m.
NED2 Entity disambiguation (via description) batch_69fc43ffa5788190bd190f5fbedd10e4 completed May 7, 2026, 7:49 a.m.
Created at: April 9, 2026, 10:19 p.m.