Triple
T4145147
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operations Research |
E89363
|
entity |
| Predicate | publisher |
P29
|
FINISHED |
| Object | INFORMS |
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: INFORMS | Statement: [Operations Research, publisher, INFORMS]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: INFORMS Context triple: [Operations Research, publisher, INFORMS]
-
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.
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.
-
C.
INFORMS Business Analytics Conference
The INFORMS Business Analytics Conference is a premier annual event that brings together analytics professionals, researchers, and industry leaders to share best practices, case studies, and innovations in applying data and analytics to real-world business problems.
-
D.
INFORMS Prize Committee
The INFORMS Prize Committee is a body within the Institute for Operations Research and the Management Sciences responsible for selecting and overseeing recipients of major scholarly awards in operations research and related fields.
-
E.
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.
- 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_69aed95785788190ae75bcf0cd1cafdf |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af025e850c819085ec05b9d9b60712 |
completed | March 9, 2026, 5:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b589e457f48190b8ed8bd92e07b519 |
completed | March 14, 2026, 4:16 p.m. |
Created at: March 9, 2026, 3:43 p.m.