Triple
T4093786
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Decision Analysis |
E87764
|
entity |
| Predicate | publisher |
P29
|
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: [Decision Analysis, publisher, 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: [Decision Analysis, publisher, Institute for Operations Research and the Management Sciences]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Centre for Operational Research and Logistics
The Centre for Operational Research and Logistics is a research unit at the University of Portsmouth focused on applying advanced analytical, mathematical, and computational methods to improve decision-making and efficiency in complex logistical and operational systems.
-
E.
Tauber Institute for Global Operations
The Tauber Institute for Global Operations is an interdisciplinary program at the University of Michigan that integrates engineering and business education to develop leaders in operations and supply chain management.
- 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_69aed94425148190be337845d56fac22 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefcda2f408190bcf2b64535193162 |
completed | March 9, 2026, 5:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f1d1ab081909b7999e8feede458 |
completed | March 14, 2026, 3:30 p.m. |
Created at: March 9, 2026, 3:40 p.m.