Triple
T2838483
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malwa (Punjab) |
E62407
|
entity |
| Predicate | includesDistrict |
P22582
|
FINISHED |
| Object |
Ludhiana district
Ludhiana district is a major industrial and agricultural district in the Indian state of Punjab, centered around the city of Ludhiana.
|
E304506
|
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 district | Statement: [Malwa (Punjab), includesDistrict, Ludhiana district]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ludhiana district Context triple: [Malwa (Punjab), includesDistrict, Ludhiana district]
-
A.
Amritsar district
Amritsar district is an administrative region in the Indian state of Punjab, known for encompassing the city of Amritsar and the Golden Temple, a major Sikh religious and cultural center.
-
B.
Karnal district
Karnal district is an administrative region in northern India known for its agricultural productivity and historical significance within the state of Haryana.
-
C.
Hoshiarpur district
Hoshiarpur district is an administrative region in the Indian state of Punjab known for its agricultural landscape and location in the fertile Doaba area between major rivers.
-
D.
Gurdaspur district
Gurdaspur district is an administrative region in the northern Indian state of Punjab, known for its agricultural landscape and strategic location near the India–Pakistan border.
-
E.
Kapurthala district
Kapurthala district is an administrative region in the Indian state of Punjab known for its agricultural landscape, historical heritage, and location in the fertile plains of the Doaba region.
- 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 district Triple: [Malwa (Punjab), includesDistrict, Ludhiana district]
Generated description
Ludhiana district is a major industrial and agricultural district in the Indian state of Punjab, centered around the city of Ludhiana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ludhiana district Target entity description: Ludhiana district is a major industrial and agricultural district in the Indian state of Punjab, centered around the city of Ludhiana.
-
A.
Amritsar district
Amritsar district is an administrative region in the Indian state of Punjab, known for encompassing the city of Amritsar and the Golden Temple, a major Sikh religious and cultural center.
-
B.
Karnal district
Karnal district is an administrative region in northern India known for its agricultural productivity and historical significance within the state of Haryana.
-
C.
Hoshiarpur district
Hoshiarpur district is an administrative region in the Indian state of Punjab known for its agricultural landscape and location in the fertile Doaba area between major rivers.
-
D.
Gurdaspur district
Gurdaspur district is an administrative region in the northern Indian state of Punjab, known for its agricultural landscape and strategic location near the India–Pakistan border.
-
E.
Kapurthala district
Kapurthala district is an administrative region in the Indian state of Punjab known for its agricultural landscape, historical heritage, and location in the fertile plains of the Doaba region.
- 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_69ab4c3d16bc81908b3a1c98fbd287fe |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abdef015bc81909f6a2ff17b22862f |
completed | March 7, 2026, 8:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afe8cbaa4081909ff4e9fdf590e352 |
completed | March 10, 2026, 9:47 a.m. |
| NEDg | Description generation | batch_69afea1732b481909a8df01d80ca1bd4 |
completed | March 10, 2026, 9:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b00eff94b481909a4cc08c8494870c |
completed | March 10, 2026, 12:30 p.m. |
Created at: March 6, 2026, 10:01 p.m.