Triple
T13753194
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Antoine Arnault |
E330405
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | HEC Paris |
E117497
|
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: HEC Paris | Statement: [Antoine Arnault, educatedAt, HEC Paris]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HEC Paris Context triple: [Antoine Arnault, educatedAt, HEC Paris]
-
A.
HEC Paris
chosen
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.
-
B.
ESSEC Business School
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.
-
C.
Institut Européen d’Administration des Affaires
Institut Européen d’Administration des Affaires is a leading global graduate business school, best known for its intensive one-year MBA program and campuses in Europe, Asia, the Middle East, and North America.
-
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.
Grenoble École de Management
Grenoble École de Management is a leading French business school renowned for its strong focus on technology, innovation, and international management education.
- 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_69d81c573f288190aa2403d484fa3d49 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0215cfa08190aaed8b089aff217b |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7a85813e88190a63fecf8b0675df6 |
completed | May 3, 2026, 7:56 p.m. |
Created at: April 9, 2026, 10:09 p.m.