Triple
T18682795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lumad peoples |
E456777
|
entity |
| Predicate | ethnicGroup |
P194
|
FINISHED |
| Object |
Higaonon people
The Higaonon people are an indigenous Lumad group of Mindanao in the southern Philippines, known for their upland farming, rich oral traditions, and customary laws tied to ancestral lands and forest stewardship.
|
E1520745
|
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: Higaonon people | Statement: [Lumad peoples, ethnicGroup, Higaonon people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Higaonon people Context triple: [Lumad peoples, ethnicGroup, Higaonon people]
-
A.
Kankuamo people
The Kankuamo people are an Indigenous group of the Sierra Nevada de Santa Marta in northern Colombia, closely related culturally and linguistically to other Arhuaco-speaking communities of the region.
-
B.
Keiyo people
The Keiyo people are an ethnic community in Kenya, primarily inhabiting the Elgeyo-Marakwet region, known for their Kalenjin cultural heritage and strong traditions in agriculture and distance running.
-
C.
Kalao people
The Kalao people are an ethnic group in Indonesia, primarily known from the Kalao language they speak and their distinct local cultural traditions.
-
D.
Mangaian people
The Mangaian people are an indigenous Polynesian community native to Mangaia in the Cook Islands, known for their distinct culture, language, and traditional social structures.
-
E.
Akawaio people
The Akawaio people are an Indigenous group of the Guiana Highlands in Guyana, Venezuela, and Brazil, traditionally living in rainforest and riverine environments and maintaining a distinct culture, language, and subsistence lifestyle.
- 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: Higaonon people Triple: [Lumad peoples, ethnicGroup, Higaonon people]
Generated description
The Higaonon people are an indigenous Lumad group of Mindanao in the southern Philippines, known for their upland farming, rich oral traditions, and customary laws tied to ancestral lands and forest stewardship.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Higaonon people Target entity description: The Higaonon people are an indigenous Lumad group of Mindanao in the southern Philippines, known for their upland farming, rich oral traditions, and customary laws tied to ancestral lands and forest stewardship.
-
A.
Kankuamo people
The Kankuamo people are an Indigenous group of the Sierra Nevada de Santa Marta in northern Colombia, closely related culturally and linguistically to other Arhuaco-speaking communities of the region.
-
B.
Keiyo people
The Keiyo people are an ethnic community in Kenya, primarily inhabiting the Elgeyo-Marakwet region, known for their Kalenjin cultural heritage and strong traditions in agriculture and distance running.
-
C.
Kalao people
The Kalao people are an ethnic group in Indonesia, primarily known from the Kalao language they speak and their distinct local cultural traditions.
-
D.
Mangaian people
The Mangaian people are an indigenous Polynesian community native to Mangaia in the Cook Islands, known for their distinct culture, language, and traditional social structures.
-
E.
Akawaio people
The Akawaio people are an Indigenous group of the Guiana Highlands in Guyana, Venezuela, and Brazil, traditionally living in rainforest and riverine environments and maintaining a distinct culture, language, and subsistence lifestyle.
- 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_69d8d391eb488190ac2e9abf5bf255e4 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e55b2abf3c8190958c03066b5814af |
completed | April 19, 2026, 10:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a8f01d6e4819096dcf105cf48bee6 |
completed | May 18, 2026, 4:01 a.m. |
| NEDg | Description generation | batch_6a0a9374c1508190bd4d51b52fa55ede |
completed | May 18, 2026, 4:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a93f3f8348190b9040d1c5cbc5a18 |
completed | May 18, 2026, 4:22 a.m. |
Created at: April 10, 2026, 11:49 a.m.