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.