Triple
T14000165
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maharlika Highway |
E336799
|
entity |
| Predicate | endPoint |
P390
|
FINISHED |
| Object | Zamboanga City |
E124941
|
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: Zamboanga City | Statement: [Maharlika Highway, endPoint, Zamboanga City]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zamboanga City Context triple: [Maharlika Highway, endPoint, Zamboanga City]
-
A.
Zamboanga City
chosen
Zamboanga City is a major urban and economic center in southwestern Mindanao, Philippines, known for its strategic port, diverse culture, and Spanish-based Chavacano language.
-
B.
Cotabato City
Cotabato City is an independent urban center in the southern Philippines known as a key political, economic, and cultural hub in Mindanao.
-
C.
Dipolog
Dipolog is a coastal city in the Zamboanga Peninsula region of the southern Philippines, known as the "Bottled Sardines Capital of the Philippines."
-
D.
Cotabato
Cotabato is a landlocked province in the southern Philippines on the island of Mindanao, known for its diverse cultures, agriculture, and role as a regional hub in Soccsksargen.
-
E.
Ozamiz
Ozamiz is a coastal city in Misamis Occidental, Philippines, known as a commercial and transportation hub in northern Mindanao.
- 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_69d81c645c5c8190b1fd16a285a1b78a |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2eb81b208190a961e49a02fa4140 |
completed | April 14, 2026, 12:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbb445a48190ba3dafb1f076ac83 |
completed | May 10, 2026, 1:13 a.m. |
Created at: April 9, 2026, 10:19 p.m.