Triple
T19205624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Industrial Area B |
E480223
|
entity |
| Predicate | hasCategory |
P87
|
FINISHED |
| Object |
Neighbourhoods in Ludhiana
Neighbourhoods in Ludhiana are the various residential, commercial, and industrial localities that together make up the urban and suburban landscape of the city of Ludhiana in Punjab, India.
|
E110219
|
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: Neighbourhoods in Ludhiana | Statement: [Industrial Area B, hasCategory, Neighbourhoods in Ludhiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Neighbourhoods in Ludhiana Context triple: [Industrial Area B, hasCategory, Neighbourhoods in 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.
Sector 12, Chandigarh
Sector 12, Chandigarh is an institutional and educational hub of the city, known especially for housing prominent institutions like Punjab Engineering College.
-
C.
Ludhiana
Ludhiana is a major industrial city in the Indian state of Punjab, known especially for its textile and hosiery manufacturing.
-
D.
Jamshed Town
Jamshed Town is a residential and commercial administrative subdivision of Karachi, Pakistan, known for its dense urban neighborhoods and historic quarters.
-
E.
Ludhiana district
Ludhiana district is a major industrial and agricultural district in the Indian state of Punjab, centered around the city of Ludhiana.
- 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: Neighbourhoods in Ludhiana Triple: [Industrial Area B, hasCategory, Neighbourhoods in Ludhiana]
Generated description
Neighbourhoods in Ludhiana are the various residential, commercial, and industrial localities that together make up the urban and suburban landscape of the city of Ludhiana in Punjab, India.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Neighbourhoods in Ludhiana Target entity description: Neighbourhoods in Ludhiana are the various residential, commercial, and industrial localities that together make up the urban and suburban landscape of the city of Ludhiana in Punjab, India.
-
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.
Sector 12, Chandigarh
Sector 12, Chandigarh is an institutional and educational hub of the city, known especially for housing prominent institutions like Punjab Engineering College.
-
C.
Ludhiana
chosen
Ludhiana is a major industrial city in the Indian state of Punjab, known especially for its textile and hosiery manufacturing.
-
D.
Jamshed Town
Jamshed Town is a residential and commercial administrative subdivision of Karachi, Pakistan, known for its dense urban neighborhoods and historic quarters.
-
E.
Ludhiana district
Ludhiana district is a major industrial and agricultural district in the Indian state of Punjab, centered around the city of Ludhiana.
- F. None of above.
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_69d8e8cb8c348190b52075823911c869 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5f99cc39c81909499b8d0b78b4665 |
completed | April 20, 2026, 10:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0700e0a45c81909ff542041cf0626d |
completed | May 15, 2026, 11:17 a.m. |
| NEDg | Description generation | batch_6a0701b45878819090790895e37bdaca |
completed | May 15, 2026, 11:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a07022bed5c81909bfbad71467c9aa2 |
completed | May 15, 2026, 11:23 a.m. |
Created at: April 10, 2026, 1:18 p.m.