Triple
T6334401
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Umiray Dumaget language |
E142454
|
entity |
| Predicate | hasNeighboringLanguage |
P16383
|
FINISHED |
| Object |
Dupaningan Agta
Dupaningan Agta is an Austronesian language spoken by the Agta (Negrito) communities in northeastern Luzon in the Philippines.
|
E585942
|
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: Dupaningan Agta | Statement: [Umiray Dumaget language, hasNeighboringLanguage, Dupaningan Agta]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dupaningan Agta Context triple: [Umiray Dumaget language, hasNeighboringLanguage, Dupaningan Agta]
-
A.
Marilao
Marilao is a rapidly urbanizing municipality in the province of Bulacan in the Philippines, known for its commercial centers and proximity to Metro Manila.
-
B.
Daang Matuwid
Daang Matuwid is the reform-focused governance platform and anti-corruption banner associated with the presidency of Benigno S. Aquino III in the Philippines.
-
C.
Balibago
Balibago is a bustling commercial and entertainment district in Angeles City, Pampanga, Philippines, known for its nightlife, shopping areas, and proximity to Clark Freeport Zone.
-
D.
Cry of Pugad Lawin
Cry of Pugad Lawin was a pivotal 1896 uprising in which Filipino revolutionaries openly defied Spanish colonial rule, marking the start of the Philippine Revolution.
-
E.
Talugtug
Talugtug is a landlocked agricultural municipality in the province of Nueva Ecija in the Philippines.
- 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: Dupaningan Agta Triple: [Umiray Dumaget language, hasNeighboringLanguage, Dupaningan Agta]
Generated description
Dupaningan Agta is an Austronesian language spoken by the Agta (Negrito) communities in northeastern Luzon in the Philippines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dupaningan Agta Target entity description: Dupaningan Agta is an Austronesian language spoken by the Agta (Negrito) communities in northeastern Luzon in the Philippines.
-
A.
Marilao
Marilao is a rapidly urbanizing municipality in the province of Bulacan in the Philippines, known for its commercial centers and proximity to Metro Manila.
-
B.
Daang Matuwid
Daang Matuwid is the reform-focused governance platform and anti-corruption banner associated with the presidency of Benigno S. Aquino III in the Philippines.
-
C.
Balibago
Balibago is a bustling commercial and entertainment district in Angeles City, Pampanga, Philippines, known for its nightlife, shopping areas, and proximity to Clark Freeport Zone.
-
D.
Cry of Pugad Lawin
Cry of Pugad Lawin was a pivotal 1896 uprising in which Filipino revolutionaries openly defied Spanish colonial rule, marking the start of the Philippine Revolution.
-
E.
Talugtug
Talugtug is a landlocked agricultural municipality in the province of Nueva Ecija in the Philippines.
- 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_69c6042ab22c8190a7486049f45a546b |
completed | March 27, 2026, 4:14 a.m. |
| NEDg | Description generation | batch_69c6056435b481908a63a880b7bcd489 |
completed | March 27, 2026, 4:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c605f2369c819080fd52282b20437e |
completed | March 27, 2026, 4:22 a.m. |
Created at: March 22, 2026, 4:30 p.m.