Triple

T9948204
Position Surface form Disambiguated ID Type / Status
Subject Pame E195259 entity
Predicate spokenBy P2181 FINISHED
Object Pame people
The Pame people are an indigenous group of central Mexico, primarily in the state of San Luis Potosí, known for their distinct Oto-Manguean language and traditional agrarian lifestyle.
E930416 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: Pame people | Statement: [Pame, spokenBy, Pame people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pame people
Context triple: [Pame, spokenBy, Pame people]
  • A. Pamaka people
    The Pamaka people are an Afro-Surinamese Maroon community primarily living along the Marowijne River in eastern Suriname and neighboring French Guiana, known for their distinct culture, history of resistance to slavery, and their own Pamaka language.
  • B. Puyuma people
    The Puyuma people are an Indigenous Austronesian ethnic group of southeastern Taiwan, known for their distinct language, matrilineal social structures, and rich ceremonial traditions.
  • C. Tiriyó people
    The Tiriyó people are an Indigenous group of the Guiana Highlands in northern South America, traditionally living in small rainforest communities in Brazil and Suriname with a culture centered on hunting, fishing, and shifting agriculture.
  • D. Apalaí people
    The Apalaí people are an Indigenous group of the Amazon rainforest in northern Brazil, known for their distinct language, traditional subsistence practices, and rich cultural heritage.
  • E. Makushi people
    The Makushi people are an Indigenous group of the Guiana Highlands in northern South America, known for their distinct language, traditional subsistence farming, and rich cultural practices tied to the rainforest and savanna environments.
  • 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: Pame people
Triple: [Pame, spokenBy, Pame people]
Generated description
The Pame people are an indigenous group of central Mexico, primarily in the state of San Luis Potosí, known for their distinct Oto-Manguean language and traditional agrarian lifestyle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pame people
Target entity description: The Pame people are an indigenous group of central Mexico, primarily in the state of San Luis Potosí, known for their distinct Oto-Manguean language and traditional agrarian lifestyle.
  • A. Pamaka people
    The Pamaka people are an Afro-Surinamese Maroon community primarily living along the Marowijne River in eastern Suriname and neighboring French Guiana, known for their distinct culture, history of resistance to slavery, and their own Pamaka language.
  • B. Puyuma people
    The Puyuma people are an Indigenous Austronesian ethnic group of southeastern Taiwan, known for their distinct language, matrilineal social structures, and rich ceremonial traditions.
  • C. Tiriyó people
    The Tiriyó people are an Indigenous group of the Guiana Highlands in northern South America, traditionally living in small rainforest communities in Brazil and Suriname with a culture centered on hunting, fishing, and shifting agriculture.
  • D. Apalaí people
    The Apalaí people are an Indigenous group of the Amazon rainforest in northern Brazil, known for their distinct language, traditional subsistence practices, and rich cultural heritage.
  • E. Makushi people
    The Makushi people are an Indigenous group of the Guiana Highlands in northern South America, known for their distinct language, traditional subsistence farming, and rich cultural practices tied to the rainforest and savanna environments.
  • 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_69ca82e96a108190932bd1fc4acd73a0 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb659307c81908279adb641ceef86 completed April 2, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69e623a9711081908eac4238a717305c completed April 20, 2026, 1:01 p.m.
NEDg Description generation batch_69e62aee8fb88190b5973c61e692087f completed April 20, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69e67394e7f081908fcc602c84eb4a65 completed April 20, 2026, 6:42 p.m.
Created at: March 30, 2026, 8:45 p.m.