Triple
T16614016
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matthew O. Jackson |
E403646
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Social and Economic Networks
Social and Economic Networks is a foundational book in network theory that analyzes how social and economic interactions are structured and how these structures affect behavior and outcomes in economics and related fields.
|
E1223593
|
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: Social and Economic Networks | Statement: [Matthew O. Jackson, notableWork, Social and Economic Networks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Social and Economic Networks Context triple: [Matthew O. Jackson, notableWork, Social and Economic Networks]
-
A.
Networks, Crowds, and Markets: Reasoning About a Highly Connected World
"Networks, Crowds, and Markets: Reasoning About a Highly Connected World" is an interdisciplinary textbook that introduces the mathematical and conceptual foundations of network science, game theory, and market dynamics in complex social and economic systems.
-
B.
Complex Networks
Complex Networks is a scientific conference focused on the study and analysis of complex network structures and dynamics across disciplines such as physics, computer science, and social sciences.
-
C.
The Wealth of Networks
The Wealth of Networks is a seminal book by legal scholar Yochai Benkler that analyzes how digital technologies and peer production transform the economy, culture, and democratic participation.
-
D.
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.
-
E.
Introduction to Mathematical Sociology
Introduction to Mathematical Sociology is a foundational book that systematically applies mathematical models and formal reasoning to the study of social structures and processes.
- 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: Social and Economic Networks Triple: [Matthew O. Jackson, notableWork, Social and Economic Networks]
Generated description
Social and Economic Networks is a foundational book in network theory that analyzes how social and economic interactions are structured and how these structures affect behavior and outcomes in economics and related fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Social and Economic Networks Target entity description: Social and Economic Networks is a foundational book in network theory that analyzes how social and economic interactions are structured and how these structures affect behavior and outcomes in economics and related fields.
-
A.
Networks, Crowds, and Markets: Reasoning About a Highly Connected World
"Networks, Crowds, and Markets: Reasoning About a Highly Connected World" is an interdisciplinary textbook that introduces the mathematical and conceptual foundations of network science, game theory, and market dynamics in complex social and economic systems.
-
B.
Complex Networks
Complex Networks is a scientific conference focused on the study and analysis of complex network structures and dynamics across disciplines such as physics, computer science, and social sciences.
-
C.
The Wealth of Networks
The Wealth of Networks is a seminal book by legal scholar Yochai Benkler that analyzes how digital technologies and peer production transform the economy, culture, and democratic participation.
-
D.
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.
-
E.
Introduction to Mathematical Sociology
Introduction to Mathematical Sociology is a foundational book that systematically applies mathematical models and formal reasoning to the study of social structures and processes.
- 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_69d883897eb481909eaaa088ba9918d9 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e360983d2c8190b1fe7f18aedfbde1 |
completed | April 18, 2026, 10:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0075aeaa9881908bdef0f9f2b52e60 |
completed | May 10, 2026, 12:10 p.m. |
| NEDg | Description generation | batch_6a007705f57881908b07a20ae8957c64 |
completed | May 10, 2026, 12:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007b18f0b08190a9ddc6ad7358d6b8 |
completed | May 10, 2026, 12:33 p.m. |
Created at: April 10, 2026, 5:17 a.m.