Triple

T14342056

Position	Surface form	Disambiguated ID	Type / Status
Subject	Lucy Suchman	`E355627`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Plans and Situated Actions Plans and Situated Actions is a seminal book by anthropologist Lucy Suchman that critiques traditional cognitive models of human action and argues that human behavior is fundamentally situated in its social and material context.	`E1093158`	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: Plans and Situated Actions | Statement: [Lucy Suchman, notableWork, Plans and Situated Actions]

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

Target entity: Plans and Situated Actions
Context triple: [Lucy Suchman, notableWork, Plans and Situated Actions]

A. Toward a General Theory of Action
Toward a General Theory of Action is a foundational sociological work that systematically outlines a comprehensive framework for understanding human action and social systems.
B. Working Papers in the Theory of Action
Working Papers in the Theory of Action is a collection of essays by sociologist Talcott Parsons that further develops his influential structural–functional theory of social action.
C. Hempel on Explaining Action
Hempel on Explaining Action is a philosophical essay by Donald Davidson that critically examines Carl Hempel’s covering-law model of explanation as it applies to human actions and reasons.
D. The Logical Form of Action Sentences
"The Logical Form of Action Sentences" is a seminal essay by Donald Davidson that argues for analyzing action statements using an event-based logical framework, profoundly influencing the philosophy of language and action theory.
E. Perception, Emotion and Action
Perception, Emotion and Action is a philosophical work by Irving Thalberg Jr. that examines how human perceptual experience, emotional states, and actions are conceptually and psychologically interconnected.
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: Plans and Situated Actions
Triple: [Lucy Suchman, notableWork, Plans and Situated Actions]

Generated description

Plans and Situated Actions is a seminal book by anthropologist Lucy Suchman that critiques traditional cognitive models of human action and argues that human behavior is fundamentally situated in its social and material context.

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

Target entity: Plans and Situated Actions
Target entity description: Plans and Situated Actions is a seminal book by anthropologist Lucy Suchman that critiques traditional cognitive models of human action and argues that human behavior is fundamentally situated in its social and material context.

A. Toward a General Theory of Action
Toward a General Theory of Action is a foundational sociological work that systematically outlines a comprehensive framework for understanding human action and social systems.
B. Working Papers in the Theory of Action
Working Papers in the Theory of Action is a collection of essays by sociologist Talcott Parsons that further develops his influential structural–functional theory of social action.
C. Hempel on Explaining Action
Hempel on Explaining Action is a philosophical essay by Donald Davidson that critically examines Carl Hempel’s covering-law model of explanation as it applies to human actions and reasons.
D. The Logical Form of Action Sentences
"The Logical Form of Action Sentences" is a seminal essay by Donald Davidson that argues for analyzing action statements using an event-based logical framework, profoundly influencing the philosophy of language and action theory.
E. Perception, Emotion and Action
Perception, Emotion and Action is a philosophical work by Irving Thalberg Jr. that examines how human perceptual experience, emotional states, and actions are conceptually and psychologically interconnected.
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_69d8278fa2108190bc0d0e7939c1eb03`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de8e87febc8190a63c668cbd0fd713`	completed	April 14, 2026, 6:59 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd469bc538819099ed5b7061cf140d`	completed	May 8, 2026, 2:12 a.m.
NEDg	Description generation	`batch_69fd477d0dd4819084116b385077324c`	completed	May 8, 2026, 2:16 a.m.
NED2	Entity disambiguation (via description)	`batch_69fd4828f44c81908903d1391c83cc60`	completed	May 8, 2026, 2:19 a.m.

Created at: April 10, 2026, 1:14 a.m.