Triple
T2929094
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Highlands region |
E78915
|
entity |
| Predicate | hasEthnolinguisticGroups |
P12220
|
FINISHED |
| Object |
Enga people
The Enga people are an indigenous ethnic group of Papua New Guinea known for their distinct language, highland agricultural traditions, and complex social and ceremonial exchange systems.
|
E312329
|
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: Enga people | Statement: [Highlands region, hasEthnolinguisticGroups, Enga people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Enga people Context triple: [Highlands region, hasEthnolinguisticGroups, Enga people]
-
A.
Osing people
The Osing people are an indigenous ethnic group of eastern Java, Indonesia, known for their distinct language, culture, and traditions that blend Javanese and Balinese influences.
-
B.
Ngaju people
The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
-
C.
Ga-Dangme people
The Ga-Dangme people are an ethnic group of southeastern Ghana, centered around the Greater Accra Region, known for their coastal trading history, distinctive festivals, and Ga and Dangme languages.
-
D.
Kunama people
The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
-
E.
Sama people
The Sama people are a seafaring Austronesian ethnic group of maritime communities in the southern Philippines, Sabah, and surrounding regions, traditionally known for their boat-dwelling lifestyle and fishing-based economy.
- 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: Enga people Triple: [Highlands region, hasEthnolinguisticGroups, Enga people]
Generated description
The Enga people are an indigenous ethnic group of Papua New Guinea known for their distinct language, highland agricultural traditions, and complex social and ceremonial exchange systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Enga people Target entity description: The Enga people are an indigenous ethnic group of Papua New Guinea known for their distinct language, highland agricultural traditions, and complex social and ceremonial exchange systems.
-
A.
Osing people
The Osing people are an indigenous ethnic group of eastern Java, Indonesia, known for their distinct language, culture, and traditions that blend Javanese and Balinese influences.
-
B.
Ngaju people
The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
-
C.
Ga-Dangme people
The Ga-Dangme people are an ethnic group of southeastern Ghana, centered around the Greater Accra Region, known for their coastal trading history, distinctive festivals, and Ga and Dangme languages.
-
D.
Kunama people
The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
-
E.
Sama people
The Sama people are a seafaring Austronesian ethnic group of maritime communities in the southern Philippines, Sabah, and surrounding regions, traditionally known for their boat-dwelling lifestyle and fishing-based economy.
- 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_69ad8b0d40b481908bc2a5fa2e73c3fb |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9e0fec048190bdd70c60ec5c92cd |
completed | March 8, 2026, 4:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0866c24c88190af6c5246b5c78c70 |
completed | March 10, 2026, 9 p.m. |
| NEDg | Description generation | batch_69b0d55128fc8190919354199e4c21bf |
completed | March 11, 2026, 2:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0d5f35adc81909af0a7cafbeb92de |
completed | March 11, 2026, 2:39 a.m. |
Created at: March 8, 2026, 2:55 p.m.