Triple
T4606406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lumad |
E100447
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Higaonon people
The Higaonon people are an indigenous Lumad ethnic group of Mindanao in the southern Philippines, known for their upland farming, rich oral traditions, and customary laws tied to ancestral lands.
|
E271094
|
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, includes, Higaonon people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Higaonon people Context triple: [Lumad, includes, 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.
Kanembu people
The Kanembu people are a Saharan ethnic group primarily inhabiting western Chad, historically linked to the Kanem-Bornu Empire and known for their role in trans-Saharan trade and Islamic scholarship.
-
C.
Kwaio people
The Kwaio people are an indigenous Melanesian ethnic group of central Malaita in the Solomon Islands, known for their rugged mountain settlements and strong adherence to traditional ancestral religion and customs.
-
D.
Subanen people
The Subanen people are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their upland farming traditions, distinct Austronesian language, and rich animist-influenced cultural practices.
-
E.
Banggai people
The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
- 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, includes, Higaonon people]
Generated description
The Higaonon people are an indigenous Lumad ethnic group of Mindanao in the southern Philippines, known for their upland farming, rich oral traditions, and customary laws tied to ancestral lands.
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 ethnic group of Mindanao in the southern Philippines, known for their upland farming, rich oral traditions, and customary laws tied to ancestral lands.
-
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.
Kanembu people
The Kanembu people are a Saharan ethnic group primarily inhabiting western Chad, historically linked to the Kanem-Bornu Empire and known for their role in trans-Saharan trade and Islamic scholarship.
-
C.
Kwaio people
The Kwaio people are an indigenous Melanesian ethnic group of central Malaita in the Solomon Islands, known for their rugged mountain settlements and strong adherence to traditional ancestral religion and customs.
-
D.
Subanen people
chosen
The Subanen people are an indigenous ethnolinguistic group of Mindanao in the southern Philippines, known for their upland farming traditions, distinct Austronesian language, and rich animist-influenced cultural practices.
-
E.
Banggai people
The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
- F. None of above.
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_69bd43cce1e08190a07d53af6a9b6c24 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd599c50d08190ab226cd0691e29f9 |
completed | March 20, 2026, 2:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be39939efc8190a3f49e1315f35782 |
completed | March 21, 2026, 6:24 a.m. |
| NEDg | Description generation | batch_69be3adc766c8190ae5cbe5be14b720a |
completed | March 21, 2026, 6:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3b645aac8190a6765f0679dd3735 |
completed | March 21, 2026, 6:32 a.m. |
Created at: March 20, 2026, 1:12 p.m.