Triple
T11611589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pantawid Pamilyang Pilipino Program |
E275396
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object | Pantawid Pamilya |
E275396
|
NE FINISHED |
How this triple was built (2 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: Pantawid Pamilya | Statement: [Pantawid Pamilyang Pilipino Program, alsoKnownAs, Pantawid Pamilya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pantawid Pamilya Context triple: [Pantawid Pamilyang Pilipino Program, alsoKnownAs, Pantawid Pamilya]
-
A.
Pantawid Pamilyang Pilipino Program
chosen
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.
Bolsa Família
Bolsa Família is a Brazilian federal social welfare program that provides conditional cash transfers to low-income families to reduce poverty and improve access to education and healthcare.
-
C.
Ley de Ahorro y Crédito Popular
La Ley de Ahorro y Crédito Popular es la normativa mexicana que regula la organización, operación y supervisión de las entidades de ahorro y crédito popular para proteger a los ahorradores y fortalecer el sistema financiero popular.
-
D.
SURE-P (Subsidy Reinvestment and Empowerment Programme)
SURE-P (Subsidy Reinvestment and Empowerment Programme) was a Nigerian government social safety net and infrastructure intervention initiative designed to channel savings from fuel subsidy reductions into job creation, social services, and public works projects.
-
E.
Supplementary Feeding Program
The Supplementary Feeding Program is a Philippine government initiative that provides additional nutritious meals to undernourished children, particularly in day care centers and marginalized communities, to improve their health and development.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6aaf84b548190ac072e4fb89ae18f |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d8a043a3c08190a20cbc2ba5a8d218 |
completed | April 10, 2026, 7:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e8a8311bcc8190a3fe7d28c593aea3 |
completed | April 22, 2026, 10:51 a.m. |
Created at: April 8, 2026, 9:38 p.m.