Triple

T31718690

Position	Surface form	Disambiguated ID	Type / Status
Subject	Atul Gawande	`E809512`	entity
Predicate	notableWork	`P4`	FINISHED
Object	The Checklist Manifesto: How to Get Things Right The Checklist Manifesto: How to Get Things Right is a non-fiction book by surgeon and writer Atul Gawande that argues for the power of simple checklists to reduce errors and improve performance in complex fields like medicine, aviation, and business.	`E1973931`	NE FINISHED

How this triple was built (2 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: The Checklist Manifesto: How to Get Things Right | Statement: [Atul Gawande, notableWork, The Checklist Manifesto: How to Get Things Right]

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: The Checklist Manifesto: How to Get Things Right
Triple: [Atul Gawande, notableWork, The Checklist Manifesto: How to Get Things Right]

Generated description

The Checklist Manifesto: How to Get Things Right is a non-fiction book by surgeon and writer Atul Gawande that argues for the power of simple checklists to reduce errors and improve performance in complex fields like medicine, aviation, and business.

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_69f348e009c8819095d77df52c645b9c`	completed	April 30, 2026, 12:19 p.m.
NER	Named-entity recognition	`batch_69f6aaf5de6c81908c973e2398444e42`	completed	May 3, 2026, 1:55 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a2b84d6eb9481909b2a6ce485f6f959`	completed	June 12, 2026, 4:02 a.m.
NEDg	Description generation	`batch_6a2b85e4fc608190a551908892ac4ef6`	completed	June 12, 2026, 4:07 a.m.
NED2	Entity disambiguation (via description)	`batch_6a2b864e61fc81908ed2c67d91e51164`	completed	June 12, 2026, 4:08 a.m.

Created at: April 30, 2026, 11:18 p.m.