Triple
T6334408
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Umiray Dumaget language |
E142454
|
entity |
| Predicate | hasSpeakerEthnonym |
P17311
|
FINISHED |
| Object | Umiray Dumaget |
E585938
|
NE FINISHED |
How this triple was built (3 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: Umiray Dumaget | Statement: [Umiray Dumaget language, hasSpeakerEthnonym, Umiray Dumaget]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Umiray Dumaget Context triple: [Umiray Dumaget language, hasSpeakerEthnonym, Umiray Dumaget]
-
A.
Umiray Dumaget Agta
chosen
Umiray Dumaget Agta is an Austronesian language spoken by the Dumagat/Agta indigenous communities along the Umiray River area in the Philippines.
-
B.
Armando Liwanag
Armando Liwanag is a prominent Filipino communist leader known for his ideological and strategic role within the Communist Party of the Philippines.
-
C.
Esperanza Limjap
Esperanza Limjap was a Filipina notable as the wife of Sergio Osmeña, the fourth President of the Philippines, and a member of a prominent Cebuano family.
-
D.
Hendel Butoy
Hendel Butoy is an animation director best known for his work with Walt Disney Feature Animation, including co-directing the film "The Rescuers Down Under."
-
E.
Arnel Pineda
Arnel Pineda is a Filipino singer best known as the lead vocalist of the American rock band Journey, having gained international attention after being discovered on YouTube.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasSpeakerEthnonym Context triple: [Umiray Dumaget language, hasSpeakerEthnonym, Umiray Dumaget]
-
A.
hasEthnologueName
Indicates that an entity is associated with a specific language name as recorded in the Ethnologue reference.
-
B.
spokenByEthnicGroup
chosen
Indicates that a particular language, dialect, or speech variety is used or spoken by a specified ethnic group.
-
C.
hasNativeSpeakers
Indicates that a language or dialect is spoken as a first language by one or more people or populations.
-
D.
hasEthnonymVariant
Indicates that one ethnonym is an alternative or variant form of another ethnonym referring to the same ethnic group.
-
E.
hasEthnonymCountry
Indicates that an ethnonym (a name for an ethnic group or people) is associated with or pertains to a specific country.
- F. None of above.
Provenance (4 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. |
| PD | Predicate disambiguation | batch_69c060e7e2d48190af9d004236466788 |
completed | March 22, 2026, 9:36 p.m. |
Created at: March 22, 2026, 4:30 p.m.