Triple
T17022578
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | INFORMS |
E412982
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object | Institute for Operations Research and the Management Sciences |
E14969
|
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: Institute for Operations Research and the Management Sciences | Statement: [INFORMS, fullName, Institute for Operations Research and the Management Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Institute for Operations Research and the Management Sciences Context triple: [INFORMS, fullName, Institute for Operations Research and the Management Sciences]
-
A.
Institute of Management Sciences
The Institute of Management Sciences is a constituent business and management education institute of Pir Mehr Ali Shah Arid Agriculture University in Rawalpindi, Pakistan.
-
B.
INFORMS
chosen
INFORMS is a leading international professional society for operations research and analytics, dedicated to advancing research, education, and the application of quantitative methods to decision-making.
-
C.
Institute of Industrial and Systems Engineers
The Institute of Industrial and Systems Engineers is a professional society dedicated to advancing the field of industrial and systems engineering through education, research, and the promotion of best practices in industry and academia.
-
D.
INFORMS Journal on Applied Analytics
INFORMS Journal on Applied Analytics is a peer-reviewed academic journal that focuses on real-world applications of operations research and analytics to improve decision-making in business, government, and industry.
-
E.
Institute of Applied System Analysis
The Institute of Applied System Analysis is a research and educational center specializing in systems analysis, modeling, and decision-making methods, affiliated with the National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" (KPI).
- 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_69d886cc4170819093deddc7b8b4b6a7 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d5d1d2e48190bbcba129247c6c2e |
completed | April 18, 2026, 7:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a011b4f9dfc819085639edb5cda1cca |
completed | May 10, 2026, 11:57 p.m. |
Created at: April 10, 2026, 5:33 a.m.