Triple
T19205625
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Industrial Area B |
E480223
|
entity |
| Predicate | hasCategory |
P87
|
FINISHED |
| Object | Economy of Ludhiana |
—
|
NE NERFINISHED |
How this triple was built (2 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: Economy of Ludhiana | Statement: [Industrial Area B, hasCategory, Economy of Ludhiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Economy of Ludhiana Context triple: [Industrial Area B, hasCategory, Economy of Ludhiana]
-
A.
Ludhiana Municipal Corporation
Ludhiana Municipal Corporation is the local civic body responsible for urban governance, infrastructure, and public services in the city of Ludhiana, Punjab, India.
-
B.
Ludhiana
chosen
Ludhiana is a major industrial city in the Indian state of Punjab, known especially for its textile and hosiery manufacturing.
-
C.
Paonta Sahib industrial area
Paonta Sahib industrial area is a key industrial hub in Himachal Pradesh’s Sirmaur district, known for its concentration of manufacturing units and pharmaceutical, cement, and other medium-scale industries.
-
D.
Ludhiana district
Ludhiana district is a major industrial and agricultural district in the Indian state of Punjab, centered around the city of Ludhiana.
-
E.
Baddi-Barotiwala-Nalagarh industrial belt
The Baddi-Barotiwala-Nalagarh industrial belt is a major manufacturing hub in Himachal Pradesh, India, known especially for its large concentration of pharmaceutical and consumer goods industries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8e8cb8c348190b52075823911c869 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5f99cc39c81909499b8d0b78b4665 |
completed | April 20, 2026, 10:02 a.m. |
Created at: April 10, 2026, 1:18 p.m.