Triple
T15901866
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Luzon languages |
E385607
|
entity |
| Predicate | hasMajorLanguage |
P207
|
FINISHED |
| Object |
Ayta Zambales
Ayta Zambales is an Austronesian language spoken by the Ayta people in the Zambales region of the Philippines.
|
E1183025
|
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: Ayta Zambales | Statement: [Central Luzon languages, hasMajorLanguage, Ayta Zambales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayta Zambales Context triple: [Central Luzon languages, hasMajorLanguage, Ayta Zambales]
-
A.
Ayta of Sorsogon
Ayta of Sorsogon is an indigenous Philippine language spoken by the Ayta people in the province of Sorsogon in the Bicol region.
-
B.
Mandalong
Mandalong is a small rural locality in the Central Coast region of New South Wales, Australia, known for its bushland setting and semi-rural residential properties.
-
C.
Kabuntalan
Kabuntalan is a municipality in the province of Maguindanao del Norte in the Philippines, known for its location along the Rio Grande de Mindanao and its predominantly Maguindanaon population.
-
D.
Mulambin
Mulambin is a small coastal locality in Queensland, Australia, known for its quiet beachfront and proximity to other Capricorn Coast communities such as Kinka Beach.
-
E.
Lambuyao
Lambuyao is a barangay (village-level administrative division) within the municipality of Oton in the province of Iloilo, 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: Ayta Zambales Triple: [Central Luzon languages, hasMajorLanguage, Ayta Zambales]
Generated description
Ayta Zambales is an Austronesian language spoken by the Ayta people in the Zambales region of the Philippines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ayta Zambales Target entity description: Ayta Zambales is an Austronesian language spoken by the Ayta people in the Zambales region of the Philippines.
-
A.
Ayta of Sorsogon
Ayta of Sorsogon is an indigenous Philippine language spoken by the Ayta people in the province of Sorsogon in the Bicol region.
-
B.
Mandalong
Mandalong is a small rural locality in the Central Coast region of New South Wales, Australia, known for its bushland setting and semi-rural residential properties.
-
C.
Kabuntalan
Kabuntalan is a municipality in the province of Maguindanao del Norte in the Philippines, known for its location along the Rio Grande de Mindanao and its predominantly Maguindanaon population.
-
D.
Mulambin
Mulambin is a small coastal locality in Queensland, Australia, known for its quiet beachfront and proximity to other Capricorn Coast communities such as Kinka Beach.
-
E.
Lambuyao
Lambuyao is a barangay (village-level administrative division) within the municipality of Oton in the province of Iloilo, 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_69d86da5b800819083a31be937d738b0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1563db01081908dd94a2536ef2107 |
completed | April 16, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb04f3ea08190b5581768770677e8 |
completed | May 9, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_69ffb13fdb6c819091c3ee5c1f199031 |
completed | May 9, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb208aef881909b3a00e0015c27df |
completed | May 9, 2026, 10:15 p.m. |
Created at: April 10, 2026, 4:52 a.m.