Triple

T4145187
Position Surface form Disambiguated ID Type / Status
Subject INFORMS Journal on Applied Analytics E89364 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: [INFORMS Journal on Applied Analytics, 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: [INFORMS Journal on Applied Analytics, 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_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_69b5960b5e2c8190af8ced12974911ef completed March 14, 2026, 5:08 p.m.
Created at: March 9, 2026, 3:43 p.m.