Triple
T737714
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | INFORMS |
E14969
|
entity |
| Predicate | publishes |
P80
|
FINISHED |
| Object |
Organization Science
Organization Science is a leading peer-reviewed academic journal that publishes research on organizational theory, behavior, and management.
|
E87762
|
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: Organization Science | Statement: [INFORMS, publishes, Organization Science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Organization Science Context triple: [INFORMS, publishes, Organization Science]
-
A.
scientific management
Scientific management is an early 20th-century theory of industrial organization that applies systematic study and measurement of work to increase labor productivity and efficiency.
-
B.
Office of Science
The Office of Science is the U.S. Department of Energy’s primary scientific research arm, funding and managing fundamental research and national laboratories in fields such as physics, energy, and environmental science.
-
C.
Research Directorate
The Research Directorate is a major division of the U.S. National Security Agency responsible for advancing cryptologic science, signals intelligence technologies, and cybersecurity research.
-
D.
Administrative Behavior
Administrative Behavior is Herbert A. Simon’s influential book that applies behavioral and decision-making theories to explain how organizations and their administrators actually function.
-
E.
Council on Research
The Council on Research is a body within the Association of Public and Land-grant Universities that focuses on advancing and supporting research activities and policies across member institutions.
- 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: Organization Science Triple: [INFORMS, publishes, Organization Science]
Generated description
Organization Science is a leading peer-reviewed academic journal that publishes research on organizational theory, behavior, and management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Organization Science Target entity description: Organization Science is a leading peer-reviewed academic journal that publishes research on organizational theory, behavior, and management.
-
A.
scientific management
Scientific management is an early 20th-century theory of industrial organization that applies systematic study and measurement of work to increase labor productivity and efficiency.
-
B.
Office of Science
The Office of Science is the U.S. Department of Energy’s primary scientific research arm, funding and managing fundamental research and national laboratories in fields such as physics, energy, and environmental science.
-
C.
Research Directorate
The Research Directorate is a major division of the U.S. National Security Agency responsible for advancing cryptologic science, signals intelligence technologies, and cybersecurity research.
-
D.
Administrative Behavior
Administrative Behavior is Herbert A. Simon’s influential book that applies behavioral and decision-making theories to explain how organizations and their administrators actually function.
-
E.
Council on Research
The Council on Research is a body within the Association of Public and Land-grant Universities that focuses on advancing and supporting research activities and policies across member institutions.
- 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_69a64a618c248190ab1bcecba04d3da8 |
completed | March 3, 2026, 2:41 a.m. |
| NEDg | Description generation | batch_69a64b4c8bb88190aa413a4bed256129 |
completed | March 3, 2026, 2:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a64beaafa0819099b02cca0f6c79b7 |
completed | March 3, 2026, 2:48 a.m. |
Created at: March 1, 2026, 7:37 p.m.