Triple
T11860557
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hub District |
E282146
|
entity |
| Predicate | hasIndustrialArea |
P40
|
FINISHED |
| Object |
Hub Industrial and Trading Estate
Hub Industrial and Trading Estate is a major industrial and commercial hub in Pakistan’s Hub District, hosting a concentration of manufacturing and trading activities.
|
E951605
|
NE FINISHED |
How this triple was built (4 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: Hub Industrial and Trading Estate | Statement: [Hub District, hasIndustrialArea, Hub Industrial and Trading Estate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hub Industrial and Trading Estate Context triple: [Hub District, hasIndustrialArea, Hub Industrial and Trading Estate]
-
A.
Rai Industrial Estate
Rai Industrial Estate is a major industrial hub in Haryana, India, hosting a wide range of manufacturing and commercial units.
-
B.
Hattar Industrial Estate
Hattar Industrial Estate is a major industrial zone in the Haripur District of Pakistan, known for hosting a wide range of manufacturing and processing industries.
-
C.
Kelvin Industrial Estate
Kelvin Industrial Estate is a key industrial and business park located in East Kilbride, Scotland, hosting a range of manufacturing, logistics, and commercial enterprises.
-
D.
Amata City Industrial Estate
Amata City Industrial Estate is a major industrial park in Thailand’s Eastern Economic Corridor that hosts numerous manufacturing and logistics facilities for both domestic and international companies.
-
E.
Centrum Industrial Park
Centrum Industrial Park is a commercial and industrial development area located within the East Tennessee Technology Park, offering space and infrastructure for businesses and manufacturing operations.
- 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: Hub Industrial and Trading Estate Triple: [Hub District, hasIndustrialArea, Hub Industrial and Trading Estate]
Generated description
Hub Industrial and Trading Estate is a major industrial and commercial hub in Pakistan’s Hub District, hosting a concentration of manufacturing and trading activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hub Industrial and Trading Estate Target entity description: Hub Industrial and Trading Estate is a major industrial and commercial hub in Pakistan’s Hub District, hosting a concentration of manufacturing and trading activities.
-
A.
Rai Industrial Estate
Rai Industrial Estate is a major industrial hub in Haryana, India, hosting a wide range of manufacturing and commercial units.
-
B.
Hattar Industrial Estate
Hattar Industrial Estate is a major industrial zone in the Haripur District of Pakistan, known for hosting a wide range of manufacturing and processing industries.
-
C.
Kelvin Industrial Estate
Kelvin Industrial Estate is a key industrial and business park located in East Kilbride, Scotland, hosting a range of manufacturing, logistics, and commercial enterprises.
-
D.
Amata City Industrial Estate
Amata City Industrial Estate is a major industrial park in Thailand’s Eastern Economic Corridor that hosts numerous manufacturing and logistics facilities for both domestic and international companies.
-
E.
Centrum Industrial Park
Centrum Industrial Park is a commercial and industrial development area located within the East Tennessee Technology Park, offering space and infrastructure for businesses and manufacturing operations.
- F. None of above. chosen
Provenance (5 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a69a099c8190a674db64c50eca5a |
completed | April 10, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f281745ca88190968e1f674d0e483c |
completed | April 29, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_69f28a8e64ac8190ba7637fd00e024bd |
completed | April 29, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f28d4e341c8190abc8febc3b26a617 |
completed | April 29, 2026, 10:59 p.m. |
Created at: April 8, 2026, 9:43 p.m.