Triple
T17045776
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Baliuag |
E413563
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Candaba, Pampanga
Candaba, Pampanga is a municipality in the Philippines known for its vast wetlands and bird sanctuary, making it a key site for migratory bird watching and rice farming.
|
E1248308
|
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: Candaba, Pampanga | Statement: [Baliuag, borderedBy, Candaba, Pampanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Candaba, Pampanga Context triple: [Baliuag, borderedBy, Candaba, Pampanga]
-
A.
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.
-
B.
Santa Ana, Pampanga
Santa Ana, Pampanga is a landlocked agricultural municipality in the province of Pampanga, Philippines, known for its rural communities and proximity to the Candaba wetlands.
-
C.
Bacolor, Pampanga
Bacolor, Pampanga is a historic municipality in the Philippines’ Pampanga province, known for its rich cultural heritage and for being heavily affected by the 1991 Mount Pinatubo eruption.
-
D.
Calamba, Laguna
Calamba, Laguna is a highly urbanized city in the Philippines known as the hometown of national hero José Rizal and a major industrial and commercial hub in the Calabarzon region.
-
E.
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.
- 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: Candaba, Pampanga Triple: [Baliuag, borderedBy, Candaba, Pampanga]
Generated description
Candaba, Pampanga is a municipality in the Philippines known for its vast wetlands and bird sanctuary, making it a key site for migratory bird watching and rice farming.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Candaba, Pampanga Target entity description: Candaba, Pampanga is a municipality in the Philippines known for its vast wetlands and bird sanctuary, making it a key site for migratory bird watching and rice farming.
-
A.
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.
-
B.
Santa Ana, Pampanga
Santa Ana, Pampanga is a landlocked agricultural municipality in the province of Pampanga, Philippines, known for its rural communities and proximity to the Candaba wetlands.
-
C.
Bacolor, Pampanga
Bacolor, Pampanga is a historic municipality in the Philippines’ Pampanga province, known for its rich cultural heritage and for being heavily affected by the 1991 Mount Pinatubo eruption.
-
D.
Calamba, Laguna
Calamba, Laguna is a highly urbanized city in the Philippines known as the hometown of national hero José Rizal and a major industrial and commercial hub in the Calabarzon region.
-
E.
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.
- 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_69d886cd18288190b006abab23f811b7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3da9d7e988190a5e3991c7123f9b0 |
completed | April 18, 2026, 7:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01233cd3d48190b002951881ef670b |
completed | May 11, 2026, 12:30 a.m. |
| NEDg | Description generation | batch_6a0124f158a08190a803b37378a2c253 |
completed | May 11, 2026, 12:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a012569322081908b60694851d50e4b |
completed | May 11, 2026, 12:40 a.m. |
Created at: April 10, 2026, 5:33 a.m.