Triple

T31015

Position	Surface form	Disambiguated ID	Type / Status
Subject	Gary King	`E618`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Designing Social Inquiry Designing Social Inquiry is an influential methodological book in political science that sets out a unified framework for conducting rigorous qualitative and quantitative research in the social sciences.	`E3603`	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: Designing Social Inquiry | Statement: [Gary King, notableWork, Designing Social Inquiry]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Designing Social Inquiry
Context triple: [Gary King, notableWork, Designing Social Inquiry]

A. Wholly New Forms of Encyclopedias
"Wholly New Forms of Encyclopedias" is a section of Vannevar Bush’s essay "As We May Think" that envisions future, highly interconnected and dynamically organized knowledge systems beyond traditional printed encyclopedias.
B. The Art and Politics of Science
The Art and Politics of Science is a memoir by Nobel Prize–winning scientist Harold Varmus that reflects on his life in research and his influential roles in science policy and leadership.
C. Enquire (software)
Enquire (software) was an early hypertext system created by Tim Berners-Lee that served as a conceptual precursor to the World Wide Web.
D. Consilience: The Unity of Knowledge
Consilience: The Unity of Knowledge is a 1998 book by biologist Edward O. Wilson that argues for the unification of the natural sciences, social sciences, and humanities into a single, coherent framework of knowledge.
E. Manufacturing Consent: The Political Economy of the Mass Media
"Manufacturing Consent: The Political Economy of the Mass Media" is a seminal work of media criticism that argues mainstream news outlets serve elite interests by shaping and filtering information to manufacture public consent for prevailing power structures.
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: Designing Social Inquiry
Triple: [Gary King, notableWork, Designing Social Inquiry]

Generated description

Designing Social Inquiry is an influential methodological book in political science that sets out a unified framework for conducting rigorous qualitative and quantitative research in the social sciences.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Designing Social Inquiry
Target entity description: Designing Social Inquiry is an influential methodological book in political science that sets out a unified framework for conducting rigorous qualitative and quantitative research in the social sciences.

A. Wholly New Forms of Encyclopedias
"Wholly New Forms of Encyclopedias" is a section of Vannevar Bush’s essay "As We May Think" that envisions future, highly interconnected and dynamically organized knowledge systems beyond traditional printed encyclopedias.
B. The Art and Politics of Science
The Art and Politics of Science is a memoir by Nobel Prize–winning scientist Harold Varmus that reflects on his life in research and his influential roles in science policy and leadership.
C. Enquire (software)
Enquire (software) was an early hypertext system created by Tim Berners-Lee that served as a conceptual precursor to the World Wide Web.
D. Consilience: The Unity of Knowledge
Consilience: The Unity of Knowledge is a 1998 book by biologist Edward O. Wilson that argues for the unification of the natural sciences, social sciences, and humanities into a single, coherent framework of knowledge.
E. Manufacturing Consent: The Political Economy of the Mass Media
"Manufacturing Consent: The Political Economy of the Mass Media" is a seminal work of media criticism that argues mainstream news outlets serve elite interests by shaping and filtering information to manufacture public consent for prevailing power structures.
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_69a2479dec388190967ba648663442c9`	completed	Feb. 28, 2026, 1:40 a.m.
NER	Named-entity recognition	`batch_69a24876ada48190b366ba8b9320ebb0`	completed	Feb. 28, 2026, 1:44 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a24e5ec6308190ad27b8b28b3f59d2`	completed	Feb. 28, 2026, 2:09 a.m.
NEDg	Description generation	`batch_69a250c8cf7c8190b71c65d204d21fd8`	completed	Feb. 28, 2026, 2:19 a.m.
NED2	Entity disambiguation (via description)	`batch_69a25147eccc8190b6151a03b064d31c`	completed	Feb. 28, 2026, 2:22 a.m.

Created at: Feb. 28, 2026, 1:44 a.m.