Triple
T3515644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gwadar |
E74299
|
entity |
| Predicate | hasInfrastructureProject |
P14971
|
FINISHED |
| Object |
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.
|
E368202
|
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: Gwadar Free Zone | Statement: [Gwadar, hasInfrastructureProject, Gwadar Free Zone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gwadar Free Zone Context triple: [Gwadar, hasInfrastructureProject, Gwadar Free Zone]
-
A.
Gwadar
Gwadar is a strategic deep-sea port city in southwestern Pakistan that serves as a key maritime hub on the Arabian Sea and a central component of the China–Pakistan Economic Corridor.
-
B.
Gwadar International Airport
Gwadar International Airport is a major new airport development in Pakistan’s coastal city of Gwadar, intended to serve as a key regional hub supporting trade, tourism, and the China–Pakistan Economic Corridor.
-
C.
Hamriyah Port
Hamriyah Port is a major deep-water commercial and industrial port in the Emirate of Sharjah in the United Arab Emirates, serving as a key hub for trade and maritime activities in the region.
-
D.
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.
-
E.
Port of Chabahar
The Port of Chabahar is Iran’s strategically important deep-water seaport on the Gulf of Oman that serves as a key trade and transit hub linking Iran, India, Afghanistan, and Central Asia while bypassing Pakistan.
- 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: Gwadar Free Zone Triple: [Gwadar, hasInfrastructureProject, Gwadar Free Zone]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gwadar Free Zone Target entity description: 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.
-
A.
Gwadar
Gwadar is a strategic deep-sea port city in southwestern Pakistan that serves as a key maritime hub on the Arabian Sea and a central component of the China–Pakistan Economic Corridor.
-
B.
Gwadar International Airport
Gwadar International Airport is a major new airport development in Pakistan’s coastal city of Gwadar, intended to serve as a key regional hub supporting trade, tourism, and the China–Pakistan Economic Corridor.
-
C.
Hamriyah Port
Hamriyah Port is a major deep-water commercial and industrial port in the Emirate of Sharjah in the United Arab Emirates, serving as a key hub for trade and maritime activities in the region.
-
D.
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.
-
E.
Port of Chabahar
The Port of Chabahar is Iran’s strategically important deep-water seaport on the Gulf of Oman that serves as a key trade and transit hub linking Iran, India, Afghanistan, and Central Asia while bypassing Pakistan.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasInfrastructureProject Context triple: [Gwadar, hasInfrastructureProject, Gwadar Free Zone]
-
A.
hasProject
chosen
Indicates that an entity is associated with or responsible for a particular project.
-
B.
hasHydroelectricProject
Indicates that an entity is associated with, operates, or contains a hydroelectric power generation project.
-
C.
hasConstruction
Indicates that one entity possesses, contains, or is characterized by a particular construction, structure, or built form associated with it.
-
D.
notableRailwayProject
Indicates that the subject is recognized for involvement in a significant or prominent railway-related project.
-
E.
isPartOfInfrastructure
Indicates that something belongs to, is included within, or functions as a component of a larger infrastructure system.
- 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_69ad85cfb5c881909c9a2edd9d6043cc |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbc30362c81908ca7497a6a935cc6 |
completed | March 8, 2026, 6:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38bc4e9988190921d193e84e53bf1 |
completed | March 13, 2026, 4 a.m. |
| NEDg | Description generation | batch_69b3b32582108190943efd7b20df5472 |
completed | March 13, 2026, 6:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3b3b81a54819083eb7b773e0d5fbc |
completed | March 13, 2026, 6:50 a.m. |
| PD | Predicate disambiguation | batch_69adae10689c8190b7dc6d7daa8295b6 |
completed | March 8, 2026, 5:12 p.m. |
Created at: March 8, 2026, 3:19 p.m.