Triple
T18881299
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 2nd District of Pampanga |
E461832
|
entity |
| Predicate | formerRepresentative |
P13875
|
FINISHED |
| Object | Juan Miguel Arroyo |
—
|
NE NERFINISHED |
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: Juan Miguel Arroyo | Statement: [2nd District of Pampanga, formerRepresentative, Juan Miguel Arroyo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Juan Miguel Arroyo Context triple: [2nd District of Pampanga, formerRepresentative, Juan Miguel Arroyo]
-
A.
Jose Miguel Arroyo
chosen
Jose Miguel Arroyo is a Filipino lawyer and businessman best known as the husband of former Philippine president Gloria Macapagal Arroyo.
-
B.
Gil Arroyo
Gil Arroyo is a seasoned NYPD lieutenant and father figure to criminal profiler Malcolm Bright in the crime drama series "Prodigal Son."
-
C.
Francisco Tongio Liongson
Francisco Tongio Liongson was a Filipino physician and politician from Tarlac who served as a senator during the early 20th century.
-
D.
Braulio E. Dujali
Braulio E. Dujali is a municipality in the province of Davao del Norte in the Philippines, known for its predominantly agricultural economy and rural communities.
-
E.
Rodrigo Portillo
Rodrigo Portillo is a person notable enough to be recognized as a bearer of the surname Portillo, though specific widely known public details about him are not clearly established.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8dcfc3430819095ee6fc0eb4c06a5 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c3d2028481908af2b1560312e26c |
completed | April 20, 2026, 6:12 a.m. |
Created at: April 10, 2026, 11:57 a.m.