Triple
T16019617
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cergy-Pontoise urban area |
E388564
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | ESSEC Business School |
E157956
|
NE FINISHED |
How this triple was built (2 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: ESSEC Business School | Statement: [Cergy-Pontoise urban area, hasHigherEducationInstitution, ESSEC Business School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ESSEC Business School Context triple: [Cergy-Pontoise urban area, hasHigherEducationInstitution, ESSEC Business School]
-
A.
ESSEC Business School
chosen
ESSEC Business School is a leading French grande école and international business school renowned for its elite management programs and strong ties to the corporate world.
-
B.
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.
-
C.
ESCP Business School
ESCP Business School is a prestigious European business school known for its multi-campus model across major cities and its highly ranked management and business programs.
-
D.
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.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d86dabcb7c8190b6a39d6831d2fa1b |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e183222e4c81909a3ab51446b671bd |
completed | April 17, 2026, 12:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffcf2c6128819091d8f3710578834e |
completed | May 10, 2026, 12:19 a.m. |
Created at: April 10, 2026, 4:55 a.m.