Triple
T2906973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Luzon |
E62788
|
entity |
| Predicate | hasMajorEconomicZone |
P1027
|
FINISHED |
| Object |
Clark Freeport and Special Economic Zone
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.
|
E310388
|
NE FINISHED |
How this triple was built (5 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: [Central Luzon, hasMajorEconomicZone, 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: [Central Luzon, hasMajorEconomicZone, Clark Freeport and Special Economic Zone]
-
A.
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.
-
B.
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.
-
C.
Jinqiao Export Processing Zone
Jinqiao Export Processing Zone is a major industrial and high-tech manufacturing hub in Shanghai’s Pudong district, known for attracting foreign investment and export-oriented enterprises.
-
D.
Lekki Free Trade Zone
Lekki Free Trade Zone is a major industrial and commercial hub in Lagos State, Nigeria, designed to attract foreign investment and support large-scale manufacturing, logistics, and trade.
-
E.
Jebel Ali Free Zone
Jebel Ali Free Zone is a major business and logistics hub in Dubai that offers tax and customs advantages to companies operating near the Jebel Ali Port.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Clark Freeport and Special Economic Zone Triple: [Central Luzon, hasMajorEconomicZone, Clark Freeport and Special Economic Zone]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Clark Freeport and Special Economic Zone Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
Jinqiao Export Processing Zone
Jinqiao Export Processing Zone is a major industrial and high-tech manufacturing hub in Shanghai’s Pudong district, known for attracting foreign investment and export-oriented enterprises.
-
D.
Lekki Free Trade Zone
Lekki Free Trade Zone is a major industrial and commercial hub in Lagos State, Nigeria, designed to attract foreign investment and support large-scale manufacturing, logistics, and trade.
-
E.
Jebel Ali Free Zone
Jebel Ali Free Zone is a major business and logistics hub in Dubai that offers tax and customs advantages to companies operating near the Jebel Ali Port.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMajorEconomicZone Context triple: [Central Luzon, hasMajorEconomicZone, Clark Freeport and Special Economic Zone]
-
A.
hasMajorEconomicRegion
chosen
Indicates that an entity includes, is associated with, or is part of a primary or significant economic region within a larger economic or geographic context.
-
B.
isEconomicCenter
Indicates that an entity functions as a primary hub for economic activity, such as trade, finance, or industry, within a region or system.
-
C.
designatedAsSpecialEconomicZone
Indicates that a particular geographic area has been officially designated as a Special Economic Zone, granting it distinct economic or regulatory status compared to surrounding regions.
-
D.
countryExclusiveEconomicZone
Indicates that a specified maritime area lies within the exclusive economic zone legally designated to a particular country.
-
E.
isMajorIndustrialEconomy
Indicates that an entity is one of the world’s leading industrialized economies, characterized by large-scale industrial output and significant influence in global economic activity.
- F. None of above.
Provenance (6 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_69ab4c3e070c8190b78d3d2c005876dd |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abe0d0628c81909680af2f0db2ecae |
completed | March 7, 2026, 8:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b05612e79081908c962c2fe2e362d6 |
completed | March 10, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69b0622ea7b081908fe2029e61e21766 |
completed | March 10, 2026, 6:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0630cd0348190882a4d3d90b217c3 |
completed | March 10, 2026, 6:29 p.m. |
| PD | Predicate disambiguation | batch_69abdd19bac881908f047d616aca8438 |
completed | March 7, 2026, 8:08 a.m. |
Created at: March 6, 2026, 10:11 p.m.