Triple
T19031629
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jose Abad Santos Avenue |
E465752
|
entity |
| Predicate | connectsMunicipality |
P4245
|
FINISHED |
| Object |
Macabebe, Pampanga
Macabebe, Pampanga is a historic riverside municipality in the Philippines’ Pampanga province, known for its fishing industry, rice fields, and role in the Spanish and American colonial eras.
|
E1362615
|
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: Macabebe, Pampanga | Statement: [Jose Abad Santos Avenue, connectsMunicipality, Macabebe, Pampanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Macabebe, Pampanga Context triple: [Jose Abad Santos Avenue, connectsMunicipality, Macabebe, 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.
Sasmuan, Pampanga
Sasmuan, Pampanga is a coastal municipality in the province of Pampanga in the Philippines, known for its fishing industry, wetlands, and traditional Kapampangan culture.
-
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.
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.
-
E.
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.
- 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: Macabebe, Pampanga Triple: [Jose Abad Santos Avenue, connectsMunicipality, Macabebe, Pampanga]
Generated description
Macabebe, Pampanga is a historic riverside municipality in the Philippines’ Pampanga province, known for its fishing industry, rice fields, and role in the Spanish and American colonial eras.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Macabebe, Pampanga Target entity description: Macabebe, Pampanga is a historic riverside municipality in the Philippines’ Pampanga province, known for its fishing industry, rice fields, and role in the Spanish and American colonial eras.
-
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.
Sasmuan, Pampanga
Sasmuan, Pampanga is a coastal municipality in the province of Pampanga in the Philippines, known for its fishing industry, wetlands, and traditional Kapampangan culture.
-
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.
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.
-
E.
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.
- 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_69d8dd0359648190bc2a9202c5cf29d2 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d7404d748190bcb51692fb822fd4 |
completed | April 20, 2026, 7:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a06f89ad03081908e49def6b21a543e |
completed | May 15, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_6a06f997ec9481908db1cbb6fdfec973 |
completed | May 15, 2026, 10:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a06fa2013508190b014d0c899dd86e4 |
completed | May 15, 2026, 10:49 a.m. |
Created at: April 10, 2026, 12:02 p.m.