Triple
T15933091
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Candaba |
E386369
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
San Luis, Pampanga
San Luis, Pampanga is a rural municipality in the province of Pampanga in the Philippines, known for its agricultural lands and proximity to the Candaba Swamp wetlands.
|
E1193888
|
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: San Luis, Pampanga | Statement: [Candaba, borderedBy, San Luis, Pampanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Luis, Pampanga Context triple: [Candaba, borderedBy, San Luis, Pampanga]
-
A.
San Fernando, Pampanga
San Fernando, Pampanga is a city in the Philippines historically known as a key staging point during the Bataan Death March in World War II.
-
B.
San Simon, Pampanga
San Simon, Pampanga is a municipality in the province of Pampanga in the Philippines, known for its agricultural economy and strategic location along major transport routes in Central Luzon.
-
C.
San Miguel, Bulacan
San Miguel, Bulacan is a historic municipality in the Philippines known as the site of the Biak-na-Bato Republic, a key revolutionary government during the struggle against Spanish colonial rule.
-
D.
San Pablo, Laguna
San Pablo, Laguna is a component city in the Philippines known for its scenic seven crater lakes and its role as a commercial and cultural center in the southern part of Laguna province.
-
E.
Siniloan, Laguna
Siniloan, Laguna is a rural municipality in the eastern part of Laguna province in the Philippines, known for its rivers, waterfalls, and agricultural 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: San Luis, Pampanga Triple: [Candaba, borderedBy, San Luis, Pampanga]
Generated description
San Luis, Pampanga is a rural municipality in the province of Pampanga in the Philippines, known for its agricultural lands and proximity to the Candaba Swamp wetlands.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Luis, Pampanga Target entity description: San Luis, Pampanga is a rural municipality in the province of Pampanga in the Philippines, known for its agricultural lands and proximity to the Candaba Swamp wetlands.
-
A.
San Fernando, Pampanga
San Fernando, Pampanga is a city in the Philippines historically known as a key staging point during the Bataan Death March in World War II.
-
B.
San Simon, Pampanga
San Simon, Pampanga is a municipality in the province of Pampanga in the Philippines, known for its agricultural economy and strategic location along major transport routes in Central Luzon.
-
C.
San Miguel, Bulacan
San Miguel, Bulacan is a historic municipality in the Philippines known as the site of the Biak-na-Bato Republic, a key revolutionary government during the struggle against Spanish colonial rule.
-
D.
San Pablo, Laguna
San Pablo, Laguna is a component city in the Philippines known for its scenic seven crater lakes and its role as a commercial and cultural center in the southern part of Laguna province.
-
E.
Siniloan, Laguna
Siniloan, Laguna is a rural municipality in the eastern part of Laguna province in the Philippines, known for its rivers, waterfalls, and agricultural landscape.
- 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_69d86da750008190987eb26be3f6c118 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156a6d9b88190b461d12d69b12ac0 |
completed | April 16, 2026, 9:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffeb82a29081909ef0e2685d0705c3 |
completed | May 10, 2026, 2:20 a.m. |
| NEDg | Description generation | batch_69ffec4898088190bed531e33418c7e5 |
completed | May 10, 2026, 2:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffecce96508190a53f100e3207ebac |
completed | May 10, 2026, 2:26 a.m. |
Created at: April 10, 2026, 4:53 a.m.