Triple
T6383570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talcott Parsons |
E143643
|
entity |
| Predicate | theory |
P450
|
FINISHED |
| Object |
AGIL paradigm
The AGIL paradigm is a sociological framework developed by Talcott Parsons that explains how social systems maintain stability and function through four core requirements: adaptation, goal attainment, integration, and latency.
|
E590252
|
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: AGIL paradigm | Statement: [Talcott Parsons, theory, AGIL paradigm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: AGIL paradigm Context triple: [Talcott Parsons, theory, AGIL paradigm]
-
A.
The Systems Approach
The Systems Approach is a seminal work on systems engineering and complex problem-solving authored by engineer and technologist Simon Ramo.
-
B.
The Technological System
The Technological System is a seminal work by French philosopher and sociologist Jacques Ellul that analyzes how modern technology forms an autonomous, all-encompassing system shaping society, politics, and human behavior.
-
C.
The Social Framework
The Social Framework is an influential economics book by John R. Hicks that presents a systematic introduction to the structure and functioning of a modern economic system.
-
D.
ATAM (Architecture Tradeoff Analysis Method)
ATAM (Architecture Tradeoff Analysis Method) is a structured software architecture evaluation approach that helps stakeholders analyze and compare quality attribute trade-offs and risks in complex systems.
-
E.
Adaptation Framework
The Adaptation Framework is an international policy framework under the UN climate regime that guides and coordinates global efforts to adapt to the impacts of climate change, particularly in vulnerable developing countries.
- 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: AGIL paradigm Triple: [Talcott Parsons, theory, AGIL paradigm]
Generated description
The AGIL paradigm is a sociological framework developed by Talcott Parsons that explains how social systems maintain stability and function through four core requirements: adaptation, goal attainment, integration, and latency.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: AGIL paradigm Target entity description: The AGIL paradigm is a sociological framework developed by Talcott Parsons that explains how social systems maintain stability and function through four core requirements: adaptation, goal attainment, integration, and latency.
-
A.
The Systems Approach
The Systems Approach is a seminal work on systems engineering and complex problem-solving authored by engineer and technologist Simon Ramo.
-
B.
The Technological System
The Technological System is a seminal work by French philosopher and sociologist Jacques Ellul that analyzes how modern technology forms an autonomous, all-encompassing system shaping society, politics, and human behavior.
-
C.
The Social Framework
The Social Framework is an influential economics book by John R. Hicks that presents a systematic introduction to the structure and functioning of a modern economic system.
-
D.
ATAM (Architecture Tradeoff Analysis Method)
ATAM (Architecture Tradeoff Analysis Method) is a structured software architecture evaluation approach that helps stakeholders analyze and compare quality attribute trade-offs and risks in complex systems.
-
E.
Adaptation Framework
The Adaptation Framework is an international policy framework under the UN climate regime that guides and coordinates global efforts to adapt to the impacts of climate change, particularly in vulnerable developing countries.
- 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_69c008dac1ec81909cef8157ccd69962 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06856434481909cbbca1c12c6e070 |
completed | March 22, 2026, 10:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c638791ce8819081aeec3b11e1c96e |
completed | March 27, 2026, 7:57 a.m. |
| NEDg | Description generation | batch_69c63a481084819088f894ffe3bbee6f |
completed | March 27, 2026, 8:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63ab1e13c8190941888ed65574f7d |
completed | March 27, 2026, 8:07 a.m. |
Created at: March 22, 2026, 4:34 p.m.