Triple
T4910578
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ludhiana |
E110219
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Punjab Agricultural University
Punjab Agricultural University is a leading agricultural research and education institution in India, known for its contributions to crop improvement, farming technologies, and rural development.
|
E479508
|
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: Punjab Agricultural University | Statement: [Ludhiana, hasUniversity, Punjab Agricultural University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Punjab Agricultural University Context triple: [Ludhiana, hasUniversity, Punjab Agricultural University]
-
A.
Jawaharlal Nehru Agricultural University
Jawaharlal Nehru Agricultural University is a prominent agricultural university in India known for education and research in agriculture and allied sciences.
-
B.
Chandra Shekhar Azad University of Agriculture and Technology
Chandra Shekhar Azad University of Agriculture and Technology is a prominent agricultural university in Kanpur, India, specializing in education and research in agriculture and related sciences.
-
C.
Junagadh Agricultural University
Junagadh Agricultural University is a higher education and research institution in Gujarat, India, specializing in agricultural sciences and related disciplines.
-
D.
Assam Agricultural University
Assam Agricultural University is a leading agricultural higher education and research institution in the Indian state of Assam, focusing on agriculture, veterinary science, and related disciplines.
-
E.
Punjabi University, Patiala
Punjabi University, Patiala is a prominent higher education institution in Punjab, India, renowned for its focus on Punjabi language, literature, and culture alongside a wide range of academic disciplines.
- 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: Punjab Agricultural University Triple: [Ludhiana, hasUniversity, Punjab Agricultural University]
Generated description
Punjab Agricultural University is a leading agricultural research and education institution in India, known for its contributions to crop improvement, farming technologies, and rural development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Punjab Agricultural University Target entity description: Punjab Agricultural University is a leading agricultural research and education institution in India, known for its contributions to crop improvement, farming technologies, and rural development.
-
A.
Jawaharlal Nehru Agricultural University
Jawaharlal Nehru Agricultural University is a prominent agricultural university in India known for education and research in agriculture and allied sciences.
-
B.
Chandra Shekhar Azad University of Agriculture and Technology
Chandra Shekhar Azad University of Agriculture and Technology is a prominent agricultural university in Kanpur, India, specializing in education and research in agriculture and related sciences.
-
C.
Junagadh Agricultural University
Junagadh Agricultural University is a higher education and research institution in Gujarat, India, specializing in agricultural sciences and related disciplines.
-
D.
Assam Agricultural University
Assam Agricultural University is a leading agricultural higher education and research institution in the Indian state of Assam, focusing on agriculture, veterinary science, and related disciplines.
-
E.
Punjabi University, Patiala
Punjabi University, Patiala is a prominent higher education institution in Punjab, India, renowned for its focus on Punjabi language, literature, and culture alongside a wide range of academic disciplines.
- 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.