Triple
T15901899
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Candelaria Sambal |
E385608
|
entity |
| Predicate | spokenIn |
P2266
|
FINISHED |
| Object |
Candelaria, Zambales
Candelaria, Zambales is a coastal municipality in the Philippine province of Zambales known for its Sambal-speaking communities and rural, seaside character.
|
E1183027
|
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: Candelaria, Zambales | Statement: [Candelaria Sambal, spokenIn, Candelaria, Zambales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Candelaria, Zambales Context triple: [Candelaria Sambal, spokenIn, Candelaria, Zambales]
-
A.
Castillejos, Zambales
Castillejos, Zambales is a landlocked municipality in the province of Zambales in the Philippines, known for its agricultural economy and proximity to the Subic Bay area.
-
B.
Santa Rosa, Laguna
Santa Rosa, Laguna is a rapidly urbanizing city in the province of Laguna, Philippines, known as a major industrial, commercial, and residential hub south of Metro Manila.
-
C.
San Carlos, Pangasinan
San Carlos, Pangasinan is a major urban and commercial center in the province of Pangasinan in the Philippines.
-
D.
San Marcelino, Zambales
San Marcelino, Zambales is a landlocked municipality in the province of Zambales in the Philippines, known for its agricultural economy and proximity to the Subic Bay area.
-
E.
Santa Cruz, Laguna
Santa Cruz, Laguna is a municipality in the Philippines that serves as the political and administrative center of the province of Laguna.
- 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: Candelaria, Zambales Triple: [Candelaria Sambal, spokenIn, Candelaria, Zambales]
Generated description
Candelaria, Zambales is a coastal municipality in the Philippine province of Zambales known for its Sambal-speaking communities and rural, seaside character.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Candelaria, Zambales Target entity description: Candelaria, Zambales is a coastal municipality in the Philippine province of Zambales known for its Sambal-speaking communities and rural, seaside character.
-
A.
Castillejos, Zambales
Castillejos, Zambales is a landlocked municipality in the province of Zambales in the Philippines, known for its agricultural economy and proximity to the Subic Bay area.
-
B.
Santa Rosa, Laguna
Santa Rosa, Laguna is a rapidly urbanizing city in the province of Laguna, Philippines, known as a major industrial, commercial, and residential hub south of Metro Manila.
-
C.
San Carlos, Pangasinan
San Carlos, Pangasinan is a major urban and commercial center in the province of Pangasinan in the Philippines.
-
D.
San Marcelino, Zambales
San Marcelino, Zambales is a landlocked municipality in the province of Zambales in the Philippines, known for its agricultural economy and proximity to the Subic Bay area.
-
E.
Santa Cruz, Laguna
Santa Cruz, Laguna is a municipality in the Philippines that serves as the political and administrative center of the province of Laguna.
- 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.