Triple
T6334374
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Umiray Dumaget language |
E142454
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object |
Dumagat people
The Dumagat people are an indigenous group in the Philippines, traditionally living in the Sierra Madre mountain range and nearby coastal areas, known for their semi-nomadic lifestyle and deep connection to the forest environment.
|
E587776
|
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: Dumagat people | Statement: [Umiray Dumaget language, spokenBy, Dumagat people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dumagat people Context triple: [Umiray Dumaget language, spokenBy, Dumagat people]
-
A.
Bontoc people
The Bontoc people are an indigenous ethnic group of the northern Philippines known for their rich oral traditions, rice terrace agriculture, and distinctive rituals and material culture.
-
B.
Ibaloy people
The Ibaloy people are an indigenous ethnic group of the northern Philippines, primarily inhabiting the Benguet region of the Cordillera mountains, known for their rich agricultural traditions and distinct cultural practices.
-
C.
Ibanag people
The Ibanag people are an indigenous ethnolinguistic group of northern Luzon in the Philippines, known for their distinct Ibanag language and rich agricultural and riverine cultural traditions.
-
D.
Yakan people
The Yakan people are an indigenous ethnolinguistic group of the southern Philippines, known for their vibrant weaving traditions, distinct culture, and predominantly Muslim faith.
-
E.
Darug people
The Darug people are an Aboriginal Australian group whose ancestral lands encompass much of what is now the Sydney region, including the Blue Mountains area.
- 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: Dumagat people Triple: [Umiray Dumaget language, spokenBy, Dumagat people]
Generated description
The Dumagat people are an indigenous group in the Philippines, traditionally living in the Sierra Madre mountain range and nearby coastal areas, known for their semi-nomadic lifestyle and deep connection to the forest environment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dumagat people Target entity description: The Dumagat people are an indigenous group in the Philippines, traditionally living in the Sierra Madre mountain range and nearby coastal areas, known for their semi-nomadic lifestyle and deep connection to the forest environment.
-
A.
Bontoc people
The Bontoc people are an indigenous ethnic group of the northern Philippines known for their rich oral traditions, rice terrace agriculture, and distinctive rituals and material culture.
-
B.
Ibaloy people
The Ibaloy people are an indigenous ethnic group of the northern Philippines, primarily inhabiting the Benguet region of the Cordillera mountains, known for their rich agricultural traditions and distinct cultural practices.
-
C.
Ibanag people
The Ibanag people are an indigenous ethnolinguistic group of northern Luzon in the Philippines, known for their distinct Ibanag language and rich agricultural and riverine cultural traditions.
-
D.
Yakan people
The Yakan people are an indigenous ethnolinguistic group of the southern Philippines, known for their vibrant weaving traditions, distinct culture, and predominantly Muslim faith.
-
E.
Darug people
The Darug people are an Aboriginal Australian group whose ancestral lands encompass much of what is now the Sydney region, including the Blue Mountains area.
- 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_69c008d4d8e88190ad301c05b08722ac |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06549084c8190b73fd94c9e0cb302 |
completed | March 22, 2026, 9:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c62d412bc88190aa8ee0a40ec8bc30 |
completed | March 27, 2026, 7:09 a.m. |
| NEDg | Description generation | batch_69c62f020d808190a59cbab15a9ca5dc |
completed | March 27, 2026, 7:17 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c62fbbf58881908e872a6a67676fac |
completed | March 27, 2026, 7:20 a.m. |
Created at: March 22, 2026, 4:30 p.m.