Triple
T4718584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benigno S. Aquino III |
E104707
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Daang Matuwid governance program
Daang Matuwid governance program is a reform-focused political and governance agenda in the Philippines centered on anti-corruption, transparency, and good governance, prominently associated with President Benigno S. Aquino III’s administration.
|
E465685
|
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: Daang Matuwid governance program | Statement: [Benigno S. Aquino III, knownFor, Daang Matuwid governance program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daang Matuwid governance program Context triple: [Benigno S. Aquino III, knownFor, Daang Matuwid governance program]
-
A.
Pantawid Pamilyang Pilipino Program
The Pantawid Pamilyang Pilipino Program is the Philippine government’s flagship conditional cash transfer initiative aimed at reducing poverty by providing financial assistance to poor households in exchange for meeting health and education requirements.
-
B.
Makili
Makili is a small coastal settlement on Atauro Island in East Timor, known for its traditional fishing community and proximity to rich marine biodiversity.
-
C.
Timugan
Timugan is a barangay (village-level administrative division) in the municipality of Los Baños in the province of Laguna, Philippines.
-
D.
Bantay Kalikasan
Bantay Kalikasan is an environmental advocacy and conservation program in the Philippines focused on protecting natural resources and promoting sustainable eco-tourism and community-based environmental initiatives.
-
E.
Minalin
Minalin is a municipality in the province of Pampanga in the Philippines, known for its agricultural economy and traditional cultural festivities.
- 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: Daang Matuwid governance program Triple: [Benigno S. Aquino III, knownFor, Daang Matuwid governance program]
Generated description
Daang Matuwid governance program is a reform-focused political and governance agenda in the Philippines centered on anti-corruption, transparency, and good governance, prominently associated with President Benigno S. Aquino III’s administration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daang Matuwid governance program Target entity description: Daang Matuwid governance program is a reform-focused political and governance agenda in the Philippines centered on anti-corruption, transparency, and good governance, prominently associated with President Benigno S. Aquino III’s administration.
-
A.
Pantawid Pamilyang Pilipino Program
The Pantawid Pamilyang Pilipino Program is the Philippine government’s flagship conditional cash transfer initiative aimed at reducing poverty by providing financial assistance to poor households in exchange for meeting health and education requirements.
-
B.
Makili
Makili is a small coastal settlement on Atauro Island in East Timor, known for its traditional fishing community and proximity to rich marine biodiversity.
-
C.
Timugan
Timugan is a barangay (village-level administrative division) in the municipality of Los Baños in the province of Laguna, Philippines.
-
D.
Bantay Kalikasan
Bantay Kalikasan is an environmental advocacy and conservation program in the Philippines focused on protecting natural resources and promoting sustainable eco-tourism and community-based environmental initiatives.
-
E.
Minalin
Minalin is a municipality in the province of Pampanga in the Philippines, known for its agricultural economy and traditional cultural festivities.
- 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_69bd43ec4a348190bc41afae43375e71 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd642779a08190b01e588d515cf498 |
completed | March 20, 2026, 3:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be108bc0048190aeea8674f75105e5 |
completed | March 21, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69be2e247f28819099e14db2c551a8f2 |
completed | March 21, 2026, 5:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be2ee962f88190927ccb32acdcc2e8 |
completed | March 21, 2026, 5:38 a.m. |
Created at: March 20, 2026, 1:18 p.m.