Triple

T3494729
Position Surface form Disambiguated ID Type / Status
Subject Costanoan languages E73823 entity
Predicate spokenBy P2181 FINISHED
Object Costanoan people
The Costanoan people, also known as the Ohlone, are Indigenous peoples of the central California coast with a rich cultural heritage and deep historical ties to the region long predating European contact.
E362267 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: Costanoan people | Statement: [Costanoan languages, spokenBy, Costanoan people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Costanoan people
Context triple: [Costanoan languages, spokenBy, Costanoan people]
  • A. 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.
  • B. 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.
  • C. Bardi people
    The Bardi people are an Aboriginal Australian group from the Dampier Peninsula in Western Australia, known for their rich maritime culture, language, and enduring connection to their coastal lands and sea country.
  • 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. Colla people
    The Colla people are an indigenous Aymara-speaking group of the Andean Altiplano, historically influential in the Lake Titicaca region and central to the pre-Inca Colla Kingdom.
  • 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: Costanoan people
Triple: [Costanoan languages, spokenBy, Costanoan people]
Generated description
The Costanoan people, also known as the Ohlone, are Indigenous peoples of the central California coast with a rich cultural heritage and deep historical ties to the region long predating European contact.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Costanoan people
Target entity description: The Costanoan people, also known as the Ohlone, are Indigenous peoples of the central California coast with a rich cultural heritage and deep historical ties to the region long predating European contact.
  • A. 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.
  • B. 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.
  • C. Bardi people
    The Bardi people are an Aboriginal Australian group from the Dampier Peninsula in Western Australia, known for their rich maritime culture, language, and enduring connection to their coastal lands and sea country.
  • 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. Colla people
    The Colla people are an indigenous Aymara-speaking group of the Andean Altiplano, historically influential in the Lake Titicaca region and central to the pre-Inca Colla Kingdom.
  • 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_69ad85cdb6e48190a335d412b9194ed8 completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbbaebed881909d9cbc9c4c1f138f completed March 8, 2026, 6:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69b373c5e1248190a4c42805fb9363f0 completed March 13, 2026, 2:17 a.m.
NEDg Description generation batch_69b37442228c8190bc45782becd0642c completed March 13, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69b374bd5cdc81908a924a9f8b641a8d completed March 13, 2026, 2:21 a.m.
Created at: March 8, 2026, 3:18 p.m.