Triple
T4679979
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gloria Macapagal Arroyo |
E103774
|
entity |
| Predicate | residence |
P75
|
FINISHED |
| Object | Lubao, Pampanga, Philippines |
E439622
|
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: Lubao, Pampanga, Philippines | Statement: [Gloria Macapagal Arroyo, residence, Lubao, Pampanga, Philippines]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lubao, Pampanga, Philippines Context triple: [Gloria Macapagal Arroyo, residence, Lubao, Pampanga, Philippines]
-
A.
Lubao, Pampanga, Philippine Islands
chosen
Lubao, Pampanga, Philippine Islands is a municipality in the province of Pampanga on the island of Luzon, historically notable as the hometown of former Philippine President Diosdado Macapagal.
-
B.
Los Baños, Laguna, Philippines
Los Baños, Laguna, Philippines is a university town and science hub on the island of Luzon known for its agricultural research institutions, hot springs, and proximity to Mount Makiling.
-
C.
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.
-
D.
Cabanatuan, Nueva Ecija, Philippines
Cabanatuan, Nueva Ecija, Philippines is a major city in Central Luzon known historically as the site of General Antonio Luna’s assassination and for its role in World War II, including the Cabanatuan prisoner-of-war camp.
-
E.
Tanauan, Batangas, Philippines
Tanauan is a historic city in the province of Batangas in the Philippines, known as the birthplace of former President Jose P. Laurel and for its role in the country’s political and cultural history.
- 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_69bd43dda32c8190938b37744ca270fc |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd636c105081908655ab384f539f38 |
completed | March 20, 2026, 3:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be03a8b7a88190bfc4f68438694995 |
completed | March 21, 2026, 2:34 a.m. |
Created at: March 20, 2026, 1:16 p.m.