Triple
T15715383
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berhampur |
E380945
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Khallikote University (nearby/associated)
Khallikote University is a public higher education institution in Odisha, India, offering undergraduate and postgraduate programs across various disciplines.
|
E1172077
|
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: Khallikote University (nearby/associated) | Statement: [Berhampur, hasEducationalInstitution, Khallikote University (nearby/associated)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khallikote University (nearby/associated) Context triple: [Berhampur, hasEducationalInstitution, Khallikote University (nearby/associated)]
-
A.
Kuvempu University (nearby region)
Kuvempu University (nearby region) is a public state university in Karnataka, India, serving as a major higher education center for the Shivamogga region and surrounding areas.
-
B.
Shoolini University (nearby)
Shoolini University is a private research-focused university located near Solan in the Indian state of Himachal Pradesh, known for its programs in biotechnology, engineering, management, and related fields.
-
C.
Veer Bahadur Singh Purvanchal University (nearby)
Veer Bahadur Singh Purvanchal University is a public state university in Uttar Pradesh, India, offering a wide range of undergraduate and postgraduate programs across disciplines such as arts, science, commerce, engineering, and management.
-
D.
Limkokwing University of Creative Technology (nearby/associated)
Limkokwing University of Creative Technology is a private international university based in Malaysia that specializes in creative, design, and technology-focused education with a strong industry-oriented approach.
-
E.
SASTRA University campus (nearby)
SASTRA University campus (nearby) is a prominent higher education institution located in the vicinity of Kumbakonam, known for its engineering, science, and management programs.
- 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: Khallikote University (nearby/associated) Triple: [Berhampur, hasEducationalInstitution, Khallikote University (nearby/associated)]
Generated description
Khallikote University is a public higher education institution in Odisha, India, offering undergraduate and postgraduate programs across various disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khallikote University (nearby/associated) Target entity description: Khallikote University is a public higher education institution in Odisha, India, offering undergraduate and postgraduate programs across various disciplines.
-
A.
Kuvempu University (nearby region)
Kuvempu University (nearby region) is a public state university in Karnataka, India, serving as a major higher education center for the Shivamogga region and surrounding areas.
-
B.
Shoolini University (nearby)
Shoolini University is a private research-focused university located near Solan in the Indian state of Himachal Pradesh, known for its programs in biotechnology, engineering, management, and related fields.
-
C.
Veer Bahadur Singh Purvanchal University (nearby)
Veer Bahadur Singh Purvanchal University is a public state university in Uttar Pradesh, India, offering a wide range of undergraduate and postgraduate programs across disciplines such as arts, science, commerce, engineering, and management.
-
D.
Limkokwing University of Creative Technology (nearby/associated)
Limkokwing University of Creative Technology is a private international university based in Malaysia that specializes in creative, design, and technology-focused education with a strong industry-oriented approach.
-
E.
SASTRA University campus (nearby)
SASTRA University campus (nearby) is a prominent higher education institution located in the vicinity of Kumbakonam, known for its engineering, science, and management programs.
- 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_69d86d9bf930819082b30cf6d169297c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04f91beb08190bd91bf9306737c3b |
completed | April 16, 2026, 2:55 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff7581302c8190918266f04bcf2231 |
completed | May 9, 2026, 5:57 p.m. |
| NEDg | Description generation | batch_69ff763d40348190bf102da746420390 |
completed | May 9, 2026, 6 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff76ec45948190bee47609c0d2fd10 |
completed | May 9, 2026, 6:03 p.m. |
Created at: April 10, 2026, 4:45 a.m.