Triple
T4910589
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludhiana |
E110219
|
entity |
| Predicate | hasIndustrialArea |
P40
|
FINISHED |
| Object |
Focal Point industrial area
Focal Point industrial area is a major industrial hub in Ludhiana, Punjab, known for its concentration of manufacturing and engineering units.
|
E479511
|
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: Focal Point industrial area | Statement: [Ludhiana, hasIndustrialArea, Focal Point industrial area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Focal Point industrial area Context triple: [Ludhiana, hasIndustrialArea, Focal Point industrial area]
-
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.
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.
-
C.
Vallejo industrial zone
Vallejo industrial zone is a major industrial district in the Azcapotzalco borough of Mexico City, known for its concentration of manufacturing, logistics, and warehousing facilities.
-
D.
Deer Park industrial area
Deer Park industrial area is a major petrochemical and refining hub near Houston, Texas, housing numerous chemical plants, storage facilities, and related industrial infrastructure.
-
E.
Landhi Industrial Area
Landhi Industrial Area is a major industrial zone in Karachi, Pakistan, known for its large concentration of manufacturing and processing industries.
- 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: Focal Point industrial area Triple: [Ludhiana, hasIndustrialArea, Focal Point industrial area]
Generated description
Focal Point industrial area is a major industrial hub in Ludhiana, Punjab, known for its concentration of manufacturing and engineering units.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Focal Point industrial area Target entity description: Focal Point industrial area is a major industrial hub in Ludhiana, Punjab, known for its concentration of manufacturing and engineering units.
-
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.
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.
-
C.
Vallejo industrial zone
Vallejo industrial zone is a major industrial district in the Azcapotzalco borough of Mexico City, known for its concentration of manufacturing, logistics, and warehousing facilities.
-
D.
Deer Park industrial area
Deer Park industrial area is a major petrochemical and refining hub near Houston, Texas, housing numerous chemical plants, storage facilities, and related industrial infrastructure.
-
E.
Landhi Industrial Area
Landhi Industrial Area is a major industrial zone in Karachi, Pakistan, known for its large concentration of manufacturing and processing industries.
- 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.