Triple
T7713345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hewa language |
E174817
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Hewa people
The Hewa people are an indigenous group of the Papua New Guinea highlands known for their traditional subsistence lifestyle, complex clan-based social structures, and rich oral cultural traditions.
|
E740288
|
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: Hewa people | Statement: [Hewa language, usedBy, Hewa people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hewa people Context triple: [Hewa language, usedBy, Hewa people]
-
A.
Saluan people
The Saluan people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and coastal-maritime cultural traditions.
-
B.
Haya people
The Haya people are a Bantu ethnic group primarily inhabiting the Kagera region of northwestern Tanzania, known for their intensive banana-based agriculture, early ironworking traditions, and rich cultural heritage along the western shores of Lake Victoria.
-
C.
Hema people
The Hema people are a pastoralist ethnic group primarily inhabiting the Ituri region of northeastern Democratic Republic of the Congo, known for their involvement in local land and resource conflicts.
-
D.
Huli people
The Huli people are an indigenous group of Papua New Guinea known for their distinctive wigmen traditions, elaborate body decoration, and subsistence gardening in the country’s central highlands.
-
E.
Maiwa people
The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
- 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: Hewa people Triple: [Hewa language, usedBy, Hewa people]
Generated description
The Hewa people are an indigenous group of the Papua New Guinea highlands known for their traditional subsistence lifestyle, complex clan-based social structures, and rich oral cultural traditions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hewa people Target entity description: The Hewa people are an indigenous group of the Papua New Guinea highlands known for their traditional subsistence lifestyle, complex clan-based social structures, and rich oral cultural traditions.
-
A.
Saluan people
The Saluan people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and coastal-maritime cultural traditions.
-
B.
Haya people
The Haya people are a Bantu ethnic group primarily inhabiting the Kagera region of northwestern Tanzania, known for their intensive banana-based agriculture, early ironworking traditions, and rich cultural heritage along the western shores of Lake Victoria.
-
C.
Hema people
The Hema people are a pastoralist ethnic group primarily inhabiting the Ituri region of northeastern Democratic Republic of the Congo, known for their involvement in local land and resource conflicts.
-
D.
Huli people
The Huli people are an indigenous group of Papua New Guinea known for their distinctive wigmen traditions, elaborate body decoration, and subsistence gardening in the country’s central highlands.
-
E.
Maiwa people
The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
- 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_69c6995c463c8190a14458036249d419 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702c96e388190898165f84d646c0e |
completed | March 27, 2026, 10:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6c7d795081909fc85cc99e11c971 |
completed | April 2, 2026, 1:17 p.m. |
| NEDg | Description generation | batch_69ce6e66c5e48190badcc5e075892006 |
completed | April 2, 2026, 1:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce6f0cc434819089e78d24dfee5361 |
completed | April 2, 2026, 1:28 p.m. |
Created at: March 27, 2026, 4:04 p.m.