Triple
T3770862
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pampanga |
E83192
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Clark Freeport and Special Economic Zone |
E310388
|
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: Clark Freeport and Special Economic Zone | Statement: [Pampanga, contains, Clark Freeport and Special Economic Zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Clark Freeport and Special Economic Zone Context triple: [Pampanga, contains, Clark Freeport and Special Economic Zone]
-
A.
Clark Freeport and Special Economic Zone
chosen
Clark Freeport and Special Economic Zone is a major Philippine business and logistics hub developed on the former U.S. Clark Air Base, hosting industries, tourism facilities, and an international airport in Central Luzon.
-
B.
Hamriyah Free Zone
Hamriyah Free Zone is a major industrial and commercial free trade zone in the Emirate of Sharjah in the United Arab Emirates, offering tax incentives and business-friendly regulations to attract international companies.
-
C.
Gwadar Free Zone
Gwadar Free Zone is a special economic and industrial zone in Pakistan’s port city of Gwadar, developed under the China–Pakistan Economic Corridor to promote trade, manufacturing, and investment.
-
D.
Shanghai Free-Trade Zone
The Shanghai Free-Trade Zone is a pioneering special economic area in Shanghai established to promote trade liberalization, financial reform, and foreign investment through preferential policies and streamlined regulations.
-
E.
Incheon Free Economic Zone
The Incheon Free Economic Zone is a major South Korean hub for international business, logistics, and high-tech industries, developed around Incheon to attract foreign investment with special economic incentives and advanced infrastructure.
- 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_69ad8b235e608190b5a2b1d1bfcef50b |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcc307cf8819090730b5e697bb197 |
completed | March 8, 2026, 7:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e5287908819084319b8dfa407635 |
completed | March 14, 2026, 4:33 a.m. |
Created at: March 8, 2026, 3:36 p.m.