Triple
T4910590
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludhiana |
E110219
|
entity |
| Predicate | hasIndustrialArea |
P40
|
FINISHED |
| Object |
Industrial Area A
Industrial Area A is a major industrial hub in Ludhiana, Punjab, known for its dense concentration of manufacturing and textile units.
|
E479512
|
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: Industrial Area A | Statement: [Ludhiana, hasIndustrialArea, Industrial Area A]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Industrial Area A Context triple: [Ludhiana, hasIndustrialArea, Industrial Area A]
-
A.
SITE Industrial Area
SITE Industrial Area is one of Karachi’s largest and oldest industrial zones, hosting a wide range of manufacturing and commercial enterprises.
-
B.
Hidd industrial area
Hidd industrial area is a major industrial and logistics hub in Bahrain, hosting manufacturing facilities, warehouses, and related infrastructure on the island of Hidd.
-
C.
Industrial Landscape
Industrial Landscape is a famous painting by British artist L. S. Lowry that depicts a stark, crowded urban scene dominated by factories, chimneys, and working-class life.
-
D.
Tema Industrial Area
Tema Industrial Area is a major industrial and manufacturing hub in Ghana, located within the port city of Tema in the Greater Accra Region.
-
E.
Barhi industrial area
Barhi industrial area is a key industrial hub located in Haryana’s Sonipat district, hosting a range of manufacturing and commercial enterprises.
- 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: Industrial Area A Triple: [Ludhiana, hasIndustrialArea, Industrial Area A]
Generated description
Industrial Area A is a major industrial hub in Ludhiana, Punjab, known for its dense concentration of manufacturing and textile units.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Industrial Area A Target entity description: Industrial Area A is a major industrial hub in Ludhiana, Punjab, known for its dense concentration of manufacturing and textile units.
-
A.
SITE Industrial Area
SITE Industrial Area is one of Karachi’s largest and oldest industrial zones, hosting a wide range of manufacturing and commercial enterprises.
-
B.
Hidd industrial area
Hidd industrial area is a major industrial and logistics hub in Bahrain, hosting manufacturing facilities, warehouses, and related infrastructure on the island of Hidd.
-
C.
Industrial Landscape
Industrial Landscape is a famous painting by British artist L. S. Lowry that depicts a stark, crowded urban scene dominated by factories, chimneys, and working-class life.
-
D.
Tema Industrial Area
Tema Industrial Area is a major industrial and manufacturing hub in Ghana, located within the port city of Tema in the Greater Accra Region.
-
E.
Barhi industrial area
Barhi industrial area is a key industrial hub located in Haryana’s Sonipat district, hosting a range of manufacturing and commercial enterprises.
- 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_69bd44132b94819088522d92beaadc78 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6e9acc0c819080b07e2e7924d163 |
completed | March 20, 2026, 3:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be6fe43a888190ab1b150da0f49203 |
completed | March 21, 2026, 10:16 a.m. |
| NEDg | Description generation | batch_69be72027b40819086fb972d18b0e43b |
completed | March 21, 2026, 10:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be724d258481908e33796aabdb32f2 |
completed | March 21, 2026, 10:26 a.m. |
Created at: March 20, 2026, 1:29 p.m.