Triple

T36841015

Position	Surface form	Disambiguated ID	Type / Status
Subject	Margaret Beaufort, Countess of Stafford	`E910407`	entity
Predicate	spouse	`P13`	FINISHED
Object	Humphrey Stafford, Earl of Stafford Humphrey Stafford, Earl of Stafford, was a 15th-century English nobleman of the powerful Stafford family who played a prominent role in the politics and conflicts of the late medieval period.	`E2205078`	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: Humphrey Stafford, Earl of Stafford | Statement: [Margaret Beaufort, Countess of Stafford, spouse, Humphrey Stafford, Earl of Stafford]

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: Humphrey Stafford, Earl of Stafford
Triple: [Margaret Beaufort, Countess of Stafford, spouse, Humphrey Stafford, Earl of Stafford]

Generated description

Humphrey Stafford, Earl of Stafford, was a 15th-century English nobleman of the powerful Stafford family who played a prominent role in the politics and conflicts of the late medieval period.

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_69f76e7f65a881908651b702da592b6d`	completed	May 3, 2026, 3:49 p.m.
NER	Named-entity recognition	`batch_69f7cf8252c48190b8ebd39eee8bc113`	completed	May 3, 2026, 10:43 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a3e161827a481909f74ed37a7109f9e`	completed	June 26, 2026, 6:03 a.m.
NEDg	Description generation	`batch_6a3e16c7ae008190aed858fd5da64a5d`	completed	June 26, 2026, 6:05 a.m.
NED2	Entity disambiguation (via description)	`batch_6a3e2225d4fc8190baaf1e61f7e1642f`	completed	June 26, 2026, 6:54 a.m.

Created at: May 3, 2026, 4:13 p.m.