Triple

T2534175
Position Surface form Disambiguated ID Type / Status
Subject Urhobo people E56229 entity
Predicate neighboringEthnicGroup P11274 FINISHED
Object Isoko people
The Isoko people are an ethnic group primarily located in the Niger Delta region of southern Nigeria, known for their distinct language, rich cultural traditions, and close historical ties with neighboring groups such as the Urhobo.
E308290 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: Isoko people | Statement: [Urhobo people, neighboringEthnicGroup, Isoko people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isoko people
Context triple: [Urhobo people, neighboringEthnicGroup, Isoko people]
  • A. Rarámuri people
    The Rarámuri people, also known as the Tarahumara, are an Indigenous group of northern Mexico renowned for their traditional lifestyle and exceptional long-distance running abilities.
  • B. 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.
  • C. Subanen people
    The Subanen people are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their upland farming traditions, distinct Austronesian language, and rich animist-influenced cultural practices.
  • D. Huambisa people
    The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
  • E. Sikka people
    The Sikka people are an indigenous ethnic group of eastern Flores in Indonesia, known for their distinct Austronesian language, Catholic traditions, and rich weaving and oral storytelling culture.
  • 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: Isoko people
Triple: [Urhobo people, neighboringEthnicGroup, Isoko people]
Generated description
The Isoko people are an ethnic group primarily located in the Niger Delta region of southern Nigeria, known for their distinct language, rich cultural traditions, and close historical ties with neighboring groups such as the Urhobo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isoko people
Target entity description: The Isoko people are an ethnic group primarily located in the Niger Delta region of southern Nigeria, known for their distinct language, rich cultural traditions, and close historical ties with neighboring groups such as the Urhobo.
  • A. Rarámuri people
    The Rarámuri people, also known as the Tarahumara, are an Indigenous group of northern Mexico renowned for their traditional lifestyle and exceptional long-distance running abilities.
  • B. 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.
  • C. Subanen people
    The Subanen people are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their upland farming traditions, distinct Austronesian language, and rich animist-influenced cultural practices.
  • D. Huambisa people
    The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
  • E. Sikka people
    The Sikka people are an indigenous ethnic group of eastern Flores in Indonesia, known for their distinct Austronesian language, Catholic traditions, and rich weaving and oral storytelling culture.
  • 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_69ab4a49b6508190bc467fbef4bac334 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd83043708190929e033f6a6166a4 completed March 7, 2026, 7:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69b03104c21c81909fede29ce1e76d88 completed March 10, 2026, 2:56 p.m.
NEDg Description generation batch_69b031b0606c81908ff879fd8464c7d4 completed March 10, 2026, 2:58 p.m.
NED2 Entity disambiguation (via description) batch_69b039a5d7748190a44b878a5be62f54 completed March 10, 2026, 3:32 p.m.
Created at: March 6, 2026, 9:47 p.m.