Triple

T4093501
Position Surface form Disambiguated ID Type / Status
Subject Management Science E87758 entity
Predicate hasAbbreviation P43 FINISHED
Object Manag. Sci. E87758 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: Manag. Sci. | Statement: [Management Science, hasAbbreviation, Manag. Sci.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Manag. Sci.
Context triple: [Management Science, hasAbbreviation, Manag. Sci.]
  • A. Management Science chosen
    Management Science is a leading peer-reviewed academic journal that publishes research on quantitative and analytical approaches to management and decision-making across a wide range of business and organizational domains.
  • 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. Journal of Management
    Journal of Management is a leading peer-reviewed academic journal that publishes scholarly research on management and organizational studies.
  • D. Operations Research
    Operations Research is a leading peer-reviewed academic journal that publishes advanced research on the theory and application of analytical methods to decision-making and optimization in complex systems.
  • E. ACM Transactions on Management Information Systems
    ACM Transactions on Management Information Systems is a peer-reviewed scholarly journal published by the Association for Computing Machinery that focuses on research at the intersection of information technology, management, and organizational systems.
  • 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_69b56b6cfb288190ac08c3a37327ac9a completed March 14, 2026, 2:06 p.m.
Created at: March 9, 2026, 3:40 p.m.