Triple
T737717
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | INFORMS |
E14969
|
entity |
| Predicate | publishes |
P80
|
FINISHED |
| Object |
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.
|
E89364
|
NE FINISHED |
How this triple was built (4 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 Journal on Applied Analytics | Statement: [INFORMS, publishes, INFORMS Journal on Applied Analytics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: INFORMS Journal on Applied Analytics Context triple: [INFORMS, publishes, INFORMS Journal on Applied Analytics]
-
A.
INFORMS
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.
Management Science
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.
-
C.
American Economic Journal: Applied Economics
American Economic Journal: Applied Economics is a peer-reviewed academic journal focusing on empirical microeconomic research and real-world policy applications.
-
D.
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.
-
E.
Information Systems Research
Information Systems Research is a leading peer-reviewed academic journal focusing on the study and advancement of information systems and their impact on organizations and society.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: INFORMS Journal on Applied Analytics Triple: [INFORMS, publishes, INFORMS Journal on Applied Analytics]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: INFORMS Journal on Applied Analytics Target entity description: 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.
-
A.
INFORMS
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.
Management Science
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.
-
C.
American Economic Journal: Applied Economics
American Economic Journal: Applied Economics is a peer-reviewed academic journal focusing on empirical microeconomic research and real-world policy applications.
-
D.
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.
-
E.
Information Systems Research
Information Systems Research is a leading peer-reviewed academic journal focusing on the study and advancement of information systems and their impact on organizations and society.
- F. None of above. chosen
Provenance (5 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_69a4934d9930819099eed80096b0597d |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a5effc108190aea8fbe86641ba54 |
completed | March 1, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a654e40b9c8190ab4314e63826d00a |
completed | March 3, 2026, 3:26 a.m. |
| NEDg | Description generation | batch_69a65566f6848190a50c39d1fad2b42b |
completed | March 3, 2026, 3:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a655f9c0f081909d0ede1c1b515f25 |
completed | March 3, 2026, 3:31 a.m. |
Created at: March 1, 2026, 7:37 p.m.