Triple
T10351110
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IfM Education and Consultancy Services |
E243883
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | IfM Education and Consultancy Services |
E243883
|
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: IfM Education and Consultancy Services | Statement: [IfM Education and Consultancy Services, name, IfM Education and Consultancy Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IfM Education and Consultancy Services Context triple: [IfM Education and Consultancy Services, name, IfM Education and Consultancy Services]
-
A.
IfM Education and Consultancy Services
chosen
IfM Education and Consultancy Services is the University of Cambridge Institute for Manufacturing’s professional arm that delivers executive education, consultancy, and applied research support to industry and government.
-
B.
Indian Education Service
The Indian Education Service was a colonial-era civil service in British India responsible for administering and overseeing the government’s education system.
-
C.
IFP School
IFP School is a French graduate engineering institution specializing in energy, transport, and environmental technologies, located in Rueil-Malmaison near Paris.
-
D.
LUMS Learning Institute
LUMS Learning Institute is a research and development center at Lahore University of Management Sciences focused on advancing teaching, learning, and educational innovation.
-
E.
Sindh Education Foundation
Sindh Education Foundation is a public-sector organization in Pakistan’s Sindh province that works to promote and support access to quality education, particularly for disadvantaged communities.
- 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_69d381b22b8c8190aaed476be5f872a9 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e94796d881909e0b908de63a1aa3 |
completed | April 7, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d75095625c819082d4d0976a193e6c |
completed | April 9, 2026, 7:09 a.m. |
Created at: April 6, 2026, 11:57 a.m.