Triple
T6099252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malaweg language |
E135952
|
entity |
| Predicate | isSpokenInMunicipality |
P46920
|
FINISHED |
| Object |
Rizal, Cagayan
Rizal, Cagayan is a municipality in the province of Cagayan in the Philippines known for its Malaweg-speaking community and rural, agricultural character.
|
E569546
|
NE FINISHED |
How this triple was built (5 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: Rizal, Cagayan | Statement: [Malaweg language, isSpokenInMunicipality, Rizal, Cagayan]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rizal, Cagayan Context triple: [Malaweg language, isSpokenInMunicipality, Rizal, Cagayan]
-
A.
Rizal, Nueva Ecija
Rizal, Nueva Ecija is a landlocked agricultural municipality in the province of Nueva Ecija in the Philippines, known for its rice farming and rural communities.
-
B.
Calauag, Quezon
Calauag, Quezon is a coastal municipality in the province of Quezon, Philippines, known for its fishing industry and location along Lamon Bay.
-
C.
Gumaca, Quezon
Gumaca, Quezon is a historic coastal municipality in the province of Quezon, Philippines, known for its heritage structures and strategic location along major land and sea routes.
-
D.
Pilar, Bataan
Pilar, Bataan is a coastal municipality in the Philippines known for its historic role in World War II and as the site of the Mount Samat National Shrine.
-
E.
Atimonan, Quezon
Atimonan, Quezon is a coastal municipality in the Philippines known for its fishing industry, scenic views along Lamon Bay, and access to the Quezon Protected Landscape.
- 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: Rizal, Cagayan Triple: [Malaweg language, isSpokenInMunicipality, Rizal, Cagayan]
Generated description
Rizal, Cagayan is a municipality in the province of Cagayan in the Philippines known for its Malaweg-speaking community and rural, agricultural character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rizal, Cagayan Target entity description: Rizal, Cagayan is a municipality in the province of Cagayan in the Philippines known for its Malaweg-speaking community and rural, agricultural character.
-
A.
Rizal, Nueva Ecija
Rizal, Nueva Ecija is a landlocked agricultural municipality in the province of Nueva Ecija in the Philippines, known for its rice farming and rural communities.
-
B.
Calauag, Quezon
Calauag, Quezon is a coastal municipality in the province of Quezon, Philippines, known for its fishing industry and location along Lamon Bay.
-
C.
Gumaca, Quezon
Gumaca, Quezon is a historic coastal municipality in the province of Quezon, Philippines, known for its heritage structures and strategic location along major land and sea routes.
-
D.
Pilar, Bataan
Pilar, Bataan is a coastal municipality in the Philippines known for its historic role in World War II and as the site of the Mount Samat National Shrine.
-
E.
Atimonan, Quezon
Atimonan, Quezon is a coastal municipality in the Philippines known for its fishing industry, scenic views along Lamon Bay, and access to the Quezon Protected Landscape.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: isSpokenInMunicipality Context triple: [Malaweg language, isSpokenInMunicipality, Rizal, Cagayan]
-
A.
isSpokenOn
Indicates that a particular language, phrase, or utterance is used or occurs during a specified time, event, or occasion.
-
B.
isSpokenLanguage
Indicates that a language is used primarily for oral communication by speakers, as opposed to being only written or symbolic.
-
C.
spokenInLocalGovernmentArea
chosen
Indicates that a particular language or dialect is used or spoken within the jurisdiction of a specific local government area.
-
D.
isSpokenAround
Indicates that something (such as a language, phrase, or expression) is commonly spoken in the vicinity of, or within the general area surrounding, a particular place or entity.
-
E.
isSpokenAs
Indicates that one entity is used as the spoken or verbal form of another entity (e.g., a word, name, or phrase).
- F. None of above.
Provenance (6 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_69c0087cd3c48190b459848c72d84eb1 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05b3970808190ba90f5e4235db9f2 |
completed | March 22, 2026, 9:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c125475548819086b733a80056eba5 |
completed | March 23, 2026, 11:34 a.m. |
| NEDg | Description generation | batch_69c128753cd8819096edb3c817bfae10 |
completed | March 23, 2026, 11:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c129134ce08190ada54a7b3eda27f4 |
completed | March 23, 2026, 11:50 a.m. |
| PD | Predicate disambiguation | batch_69c049f5ac988190b62ba565153aaa35 |
completed | March 22, 2026, 7:58 p.m. |
Created at: March 22, 2026, 4:13 p.m.