Triple

T4335091
Position Surface form Disambiguated ID Type / Status
Subject Cordillera Central E97443 entity
Predicate indigenousPeople P1898 FINISHED
Object Isneg people
The Isneg people are an indigenous ethnic group of the northern Philippines known for their riverine settlements, rice terrace farming, and rich oral traditions in the Cordillera region of Luzon.
E440817 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: Isneg people | Statement: [Cordillera Central, indigenousPeople, Isneg people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Isneg people
Context triple: [Cordillera Central, indigenousPeople, Isneg people]
  • A. Oirat people
    The Oirat people are a group of western Mongolic tribes historically known for their powerful nomadic confederations in Central Asia and for founding the Dzungar Khanate.
  • B. Zanaki people
    The Zanaki people are a small Bantu ethnic group of northwestern Tanzania, traditionally inhabiting the area around Lake Victoria and known as the ethnic group of Julius Nyerere, the country’s first president.
  • C. Ashkun people
    The Ashkun people are an ethnic group from eastern Afghanistan, primarily residing in Nuristan, known for their distinct Indo-Iranian language and traditional mountain culture.
  • D. Buin people
    The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
  • E. Shuar people
    The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
  • 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: Isneg people
Triple: [Cordillera Central, indigenousPeople, Isneg people]
Generated description
The Isneg people are an indigenous ethnic group of the northern Philippines known for their riverine settlements, rice terrace farming, and rich oral traditions in the Cordillera region of Luzon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Isneg people
Target entity description: The Isneg people are an indigenous ethnic group of the northern Philippines known for their riverine settlements, rice terrace farming, and rich oral traditions in the Cordillera region of Luzon.
  • A. Oirat people
    The Oirat people are a group of western Mongolic tribes historically known for their powerful nomadic confederations in Central Asia and for founding the Dzungar Khanate.
  • B. Zanaki people
    The Zanaki people are a small Bantu ethnic group of northwestern Tanzania, traditionally inhabiting the area around Lake Victoria and known as the ethnic group of Julius Nyerere, the country’s first president.
  • C. Ashkun people
    The Ashkun people are an ethnic group from eastern Afghanistan, primarily residing in Nuristan, known for their distinct Indo-Iranian language and traditional mountain culture.
  • D. Buin people
    The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
  • E. Shuar people
    The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
  • 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_69b3454662a481908fbcd0bbfaa3a0a4 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35152bfc88190ab5d53ca38f98d8a completed March 12, 2026, 11:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b6134ca4f88190a2aa34bf39d71ac6 completed March 15, 2026, 2:02 a.m.
NEDg Description generation batch_69b617c13d4481909d22d201ce405d3a completed March 15, 2026, 2:21 a.m.
NED2 Entity disambiguation (via description) batch_69b6187687f8819084e2d611e9e31f79 completed March 15, 2026, 2:24 a.m.
Created at: March 12, 2026, 11:14 p.m.