Triple
T6564547
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Apma |
E153868
|
entity |
| Predicate | spokenByEthnicGroup |
P17311
|
FINISHED |
| Object |
Apma people
The Apma people are an indigenous ethnic group of Vanuatu, primarily residing on Pentecost Island and known for their distinct Apma language and traditional cultural practices.
|
E655278
|
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: Apma people | Statement: [Apma, spokenByEthnicGroup, Apma people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Apma people Context triple: [Apma, spokenByEthnicGroup, Apma people]
-
A.
Paite people
The Paite people are an indigenous ethnic group of the broader Kuki-Chin-Mizo family in Northeast India and neighboring regions, known for their distinct cultural traditions and Tibeto-Burman linguistic heritage.
-
B.
Pokomo people
The Pokomo people are a Bantu ethnic group primarily living along Kenya’s Tana River, known for riverine agriculture, fishing, and a rich oral and musical heritage.
-
C.
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.
-
D.
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.
-
E.
Atsugewi people
The Atsugewi people are a Native American group traditionally living in the northeastern region of what is now California, known for their distinct language, basketry, and close relationship with the Pit River 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: Apma people Triple: [Apma, spokenByEthnicGroup, Apma people]
Generated description
The Apma people are an indigenous ethnic group of Vanuatu, primarily residing on Pentecost Island and known for their distinct Apma language and traditional cultural practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Apma people Target entity description: The Apma people are an indigenous ethnic group of Vanuatu, primarily residing on Pentecost Island and known for their distinct Apma language and traditional cultural practices.
-
A.
Paite people
The Paite people are an indigenous ethnic group of the broader Kuki-Chin-Mizo family in Northeast India and neighboring regions, known for their distinct cultural traditions and Tibeto-Burman linguistic heritage.
-
B.
Pokomo people
The Pokomo people are a Bantu ethnic group primarily living along Kenya’s Tana River, known for riverine agriculture, fishing, and a rich oral and musical heritage.
-
C.
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.
-
D.
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.
-
E.
Atsugewi people
The Atsugewi people are a Native American group traditionally living in the northeastern region of what is now California, known for their distinct language, basketry, and close relationship with the Pit River 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_69c6880cb35881909b763eb0125236b9 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ae3b9ec8819080f3052556d95810 |
completed | March 27, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7e4f308048190a5c42022e3f9e855 |
completed | March 28, 2026, 2:25 p.m. |
| NEDg | Description generation | batch_69c7e58bcc908190b4260b1adfb1629d |
completed | March 28, 2026, 2:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7e67d64748190a4b5765a06413fd6 |
completed | March 28, 2026, 2:32 p.m. |
Created at: March 27, 2026, 1:52 p.m.