Triple
T7884082
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Higher Education Commission of Pakistan |
E183055
|
entity |
| Predicate | shortName |
P43
|
FINISHED |
| Object |
HEC
HEC is Pakistan’s apex regulatory and funding body responsible for overseeing, accrediting, and promoting higher education and research in the country.
|
E696268
|
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: HEC | Statement: [Higher Education Commission of Pakistan, shortName, HEC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HEC Context triple: [Higher Education Commission of Pakistan, shortName, HEC]
-
A.
Conférence des grandes écoles
Conférence des grandes écoles is a French association that groups together the country’s most prestigious higher education institutions, particularly elite engineering and business schools.
-
B.
HEC Montréal
HEC Montréal is a leading French-language business school in Montreal, Canada, renowned for its management education and research.
-
C.
HEC Paris
HEC Paris is a prestigious French business school renowned for its elite management education, influential alumni network, and leading role in European and global business education.
-
D.
EDHEC Business School
EDHEC Business School is a leading French grande école and international business school renowned for its finance programs, research, and global campuses.
-
E.
Audencia Business School
Audencia Business School is a prestigious French grande école de commerce known for its high-ranking management programs and international focus.
- 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: HEC Triple: [Higher Education Commission of Pakistan, shortName, HEC]
Generated description
HEC is Pakistan’s apex regulatory and funding body responsible for overseeing, accrediting, and promoting higher education and research in the country.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HEC Target entity description: HEC is Pakistan’s apex regulatory and funding body responsible for overseeing, accrediting, and promoting higher education and research in the country.
-
A.
Conférence des grandes écoles
Conférence des grandes écoles is a French association that groups together the country’s most prestigious higher education institutions, particularly elite engineering and business schools.
-
B.
HEC Montréal
HEC Montréal is a leading French-language business school in Montreal, Canada, renowned for its management education and research.
-
C.
HEC Paris
HEC Paris is a prestigious French business school renowned for its elite management education, influential alumni network, and leading role in European and global business education.
-
D.
EDHEC Business School
EDHEC Business School is a leading French grande école and international business school renowned for its finance programs, research, and global campuses.
-
E.
Audencia Business School
Audencia Business School is a prestigious French grande école de commerce known for its high-ranking management programs and international focus.
- 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_69ca828af6e48190a06ee7010d8f0e64 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb39d4d09481909a61037243397eff |
completed | March 31, 2026, 3:04 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5b9286c881909ec01cb899e71d42 |
completed | March 31, 2026, 5:28 a.m. |
| NEDg | Description generation | batch_69cb5df0287881908bce1a4449e9f252 |
completed | March 31, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb769944d08190ba8c2f5fe76e037b |
completed | March 31, 2026, 7:24 a.m. |
Created at: March 30, 2026, 4:59 p.m.