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.