Triple
T4910559
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludhiana |
E110219
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
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.
|
E479505
|
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: Ludhiana Municipal Corporation | Statement: [Ludhiana, governingBody, Ludhiana Municipal Corporation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ludhiana Municipal Corporation Context triple: [Ludhiana, governingBody, Ludhiana Municipal Corporation]
-
A.
Amritsar Municipal Corporation
Amritsar Municipal Corporation is the local civic body responsible for municipal governance, infrastructure, and public services in the city of Amritsar, Punjab, India.
-
B.
Municipal Corporation Pathankot
Municipal Corporation Pathankot is the local self-governing urban body responsible for civic administration, infrastructure, and public services in the city of Pathankot, Punjab, India.
-
C.
Shimla Municipal Corporation
Shimla Municipal Corporation is the local self-governing civic body responsible for municipal administration and urban services in the city of Shimla, Himachal Pradesh, India.
-
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.
Ferozepur Municipal Council
Ferozepur Municipal Council is the local self-governing urban body responsible for civic administration and infrastructure in the city of Ferozepur, Punjab, India.
- 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: Ludhiana Municipal Corporation Triple: [Ludhiana, governingBody, Ludhiana Municipal Corporation]
Generated description
Ludhiana Municipal Corporation is the local civic body responsible for urban governance, infrastructure, and public services in the city of Ludhiana, Punjab, India.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ludhiana Municipal Corporation Target entity description: Ludhiana Municipal Corporation is the local civic body responsible for urban governance, infrastructure, and public services in the city of Ludhiana, Punjab, India.
-
A.
Amritsar Municipal Corporation
Amritsar Municipal Corporation is the local civic body responsible for municipal governance, infrastructure, and public services in the city of Amritsar, Punjab, India.
-
B.
Municipal Corporation Pathankot
Municipal Corporation Pathankot is the local self-governing urban body responsible for civic administration, infrastructure, and public services in the city of Pathankot, Punjab, India.
-
C.
Shimla Municipal Corporation
Shimla Municipal Corporation is the local self-governing civic body responsible for municipal administration and urban services in the city of Shimla, Himachal Pradesh, India.
-
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.
Ferozepur Municipal Council
Ferozepur Municipal Council is the local self-governing urban body responsible for civic administration and infrastructure in the city of Ferozepur, Punjab, India.
- 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.