Triple
T21413007
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lubuagan Kalinga |
E528222
|
entity |
| Predicate | isSpokenInRuralAreasOf |
P141433
|
FINISHED |
| Object | Lubuagan municipality |
—
|
NE NERFINISHED |
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: Lubuagan municipality | Statement: [Lubuagan Kalinga, isSpokenInRuralAreasOf, Lubuagan municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lubuagan municipality Context triple: [Lubuagan Kalinga, isSpokenInRuralAreasOf, Lubuagan municipality]
-
A.
Municipality of Masinloc
The Municipality of Masinloc is a coastal town in Zambales, Philippines, known for its fishing industry, nearby Masinloc-Oyon Bay marine protected area, and proximity to the disputed Scarborough Shoal in the South China Sea.
-
B.
Galyang Municipality
Galyang Municipality is a local administrative and urban center located in Syangja District of Gandaki Province in central Nepal.
-
C.
Municipality of Dumangas
The Municipality of Dumangas is a local government unit in Iloilo province in the Philippines, known for its coastal location, agricultural economy, and role as an emerging regional transport and trade hub.
-
D.
Municipality of Kalayaan
The Municipality of Kalayaan is a remote Philippine municipality in Palawan province that encompasses several disputed Spratly Islands features in the South China Sea.
-
E.
Municipality of Panglao
The Municipality of Panglao is a coastal local government unit in Bohol, Philippines, known for its popular beach and dive destinations, including the nearby Balicasag Island.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lubuagan municipality Target entity description: Lubuagan municipality is a rural local government area in the province of Kalinga in the Philippines, known for its indigenous culture and languages.
-
A.
Municipality of Masinloc
The Municipality of Masinloc is a coastal town in Zambales, Philippines, known for its fishing industry, nearby Masinloc-Oyon Bay marine protected area, and proximity to the disputed Scarborough Shoal in the South China Sea.
-
B.
Galyang Municipality
Galyang Municipality is a local administrative and urban center located in Syangja District of Gandaki Province in central Nepal.
-
C.
Municipality of Dumangas
The Municipality of Dumangas is a local government unit in Iloilo province in the Philippines, known for its coastal location, agricultural economy, and role as an emerging regional transport and trade hub.
-
D.
Municipality of Kalayaan
The Municipality of Kalayaan is a remote Philippine municipality in Palawan province that encompasses several disputed Spratly Islands features in the South China Sea.
-
E.
Municipality of Panglao
The Municipality of Panglao is a coastal local government unit in Bohol, Philippines, known for its popular beach and dive destinations, including the nearby Balicasag Island.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isSpokenInRuralAreasOf Context triple: [Lubuagan Kalinga, isSpokenInRuralAreasOf, Lubuagan municipality]
-
A.
spokenInRuralAreasOf
Indicates that something (typically a language, dialect, or speech variety) is used or spoken primarily in the rural areas of a specified region or country.
-
B.
isSpokenOn
Indicates that a particular language, phrase, or utterance is used or occurs during a specified time, event, or occasion.
-
C.
isSpokenPrimarilyByTribalCommunities
Indicates that a language is used mainly as the primary means of communication by tribal or indigenous communities.
-
D.
isSpokenInAdministrativeUnit
chosen
Indicates that a particular language is used or officially spoken within a specified administrative unit or region.
-
E.
spokenInLocality
Indicates that a language, dialect, or speech form is used or spoken within a specific locality or geographic area.
- F. None of above.
Provenance (3 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_69e0c454c248819093425d1099101c09 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69e8b20017d8819096b1a679edc8943a |
completed | April 22, 2026, 11:33 a.m. |
| PD | Predicate disambiguation | batch_69e61633f8208190a2a849457c4e4198 |
completed | April 20, 2026, 12:04 p.m. |
Created at: April 16, 2026, 5:44 p.m.