Triple

T13145747
Position Surface form Disambiguated ID Type / Status
Subject Enga people E312329 entity
Predicate neighboringGroup P5965 FINISHED
Object Melpa people
The Melpa people are an indigenous group from the Western Highlands of Papua New Guinea known for their complex social systems, traditional pig-based economy, and rich ceremonial culture.
E1024299 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: Melpa people | Statement: [Enga people, neighboringGroup, Melpa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Melpa people
Context triple: [Enga people, neighboringGroup, Melpa people]
  • A. Meʼphaa people
    The Meʼphaa people are an Indigenous group of southern Mexico, primarily in Guerrero, known for their distinct culture, traditions, and language within the Oto-Manguean family.
  • B. Paramaka people
    The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
  • C. Tapieté people
    The Tapieté people are an indigenous group of the Gran Chaco region in Bolivia, Paraguay, and Argentina, closely related to the Guaraní and known for their traditional semi-nomadic lifestyle and distinct language.
  • D. Nambya people
    The Nambya people are a Bantu ethnic group primarily found in northwestern Zimbabwe and northeastern Botswana, closely related culturally and linguistically to neighboring groups such as the Kalanga.
  • E. Piipaash people
    The Piipaash people are a Native American group indigenous to the lower Colorado River region, closely related to the Maricopa and known for their riverine culture and traditional crafts.
  • 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: Melpa people
Triple: [Enga people, neighboringGroup, Melpa people]
Generated description
The Melpa people are an indigenous group from the Western Highlands of Papua New Guinea known for their complex social systems, traditional pig-based economy, and rich ceremonial culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Melpa people
Target entity description: The Melpa people are an indigenous group from the Western Highlands of Papua New Guinea known for their complex social systems, traditional pig-based economy, and rich ceremonial culture.
  • A. Meʼphaa people
    The Meʼphaa people are an Indigenous group of southern Mexico, primarily in Guerrero, known for their distinct culture, traditions, and language within the Oto-Manguean family.
  • B. Paramaka people
    The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
  • C. Tapieté people
    The Tapieté people are an indigenous group of the Gran Chaco region in Bolivia, Paraguay, and Argentina, closely related to the Guaraní and known for their traditional semi-nomadic lifestyle and distinct language.
  • D. Nambya people
    The Nambya people are a Bantu ethnic group primarily found in northwestern Zimbabwe and northeastern Botswana, closely related culturally and linguistically to neighboring groups such as the Kalanga.
  • E. Piipaash people
    The Piipaash people are a Native American group indigenous to the lower Colorado River region, closely related to the Maricopa and known for their riverine culture and traditional crafts.
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98bcf6d0c819081d078f33e4bdedc completed April 10, 2026, 11:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eae675508190991ce5902768c45a completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6ebb1cd208190970ad8c21e852d93 completed May 3, 2026, 6:31 a.m.
NED2 Entity disambiguation (via description) batch_69f6ec48035881909342b57c061a22a9 completed May 3, 2026, 6:33 a.m.
Created at: April 9, 2026, 9:10 p.m.