Triple

T1731056

Position	Surface form	Disambiguated ID	Type / Status
Subject	Walpole family	`E37810`	entity
Predicate	notableMember	`P10`	FINISHED
Object	Spencer Horatio Walpole Spencer Horatio Walpole was a 19th-century British Conservative politician and three-time Home Secretary, known for his role in debates over electoral reform and public order.	`E211379`	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: Spencer Horatio Walpole | Statement: [Walpole family, notableMember, Spencer Horatio Walpole]

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

Target entity: Spencer Horatio Walpole
Context triple: [Walpole family, notableMember, Spencer Horatio Walpole]

A. Horatio Walpole, 1st Baron Walpole of Wolterton
Horatio Walpole, 1st Baron Walpole of Wolterton, was an 18th-century British diplomat and politician, and a prominent member of the influential Walpole family.
B. William Wellesley-Pole
William Wellesley-Pole was a British politician and nobleman of the late 18th and early 19th centuries, known for his senior governmental roles and as a member of the influential Wellesley family that included the Duke of Wellington.
C. Viscount Walpole
Viscount Walpole is a British noble title associated with the influential Walpole family, notably linked to Robert Walpole, often regarded as Britain’s first de facto Prime Minister.
D. Charles Spencer-Churchill, 9th Duke of Marlborough
Charles Spencer-Churchill, 9th Duke of Marlborough, was a prominent British aristocrat and landowner of the late 19th and early 20th centuries, known for his stewardship of Blenheim Palace and his high-profile marriage to American heiress Consuelo Vanderbilt.
E. Charles James Spencer-Churchill, 12th Duke of Marlborough
Charles James Spencer-Churchill, 12th Duke of Marlborough, is a British aristocrat and landowner who inherited the dukedom and Blenheim Palace, continuing the prominent Spencer-Churchill family line.
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: Spencer Horatio Walpole
Triple: [Walpole family, notableMember, Spencer Horatio Walpole]

Generated description

Spencer Horatio Walpole was a 19th-century British Conservative politician and three-time Home Secretary, known for his role in debates over electoral reform and public order.

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

Target entity: Spencer Horatio Walpole
Target entity description: Spencer Horatio Walpole was a 19th-century British Conservative politician and three-time Home Secretary, known for his role in debates over electoral reform and public order.

A. Horatio Walpole, 1st Baron Walpole of Wolterton
Horatio Walpole, 1st Baron Walpole of Wolterton, was an 18th-century British diplomat and politician, and a prominent member of the influential Walpole family.
B. William Wellesley-Pole
William Wellesley-Pole was a British politician and nobleman of the late 18th and early 19th centuries, known for his senior governmental roles and as a member of the influential Wellesley family that included the Duke of Wellington.
C. Viscount Walpole
Viscount Walpole is a British noble title associated with the influential Walpole family, notably linked to Robert Walpole, often regarded as Britain’s first de facto Prime Minister.
D. Charles Spencer-Churchill, 9th Duke of Marlborough
Charles Spencer-Churchill, 9th Duke of Marlborough, was a prominent British aristocrat and landowner of the late 19th and early 20th centuries, known for his stewardship of Blenheim Palace and his high-profile marriage to American heiress Consuelo Vanderbilt.
E. Charles James Spencer-Churchill, 12th Duke of Marlborough
Charles James Spencer-Churchill, 12th Duke of Marlborough, is a British aristocrat and landowner who inherited the dukedom and Blenheim Palace, continuing the prominent Spencer-Churchill family line.
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_69a8861cc6ac8190ac0b2e31ccf62851`	completed	March 4, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69aa63804cd48190aef5e0f231600e58`	completed	March 6, 2026, 5:17 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69adeaca5f348190a8c1be9948d960e6`	completed	March 8, 2026, 9:31 p.m.
NEDg	Description generation	`batch_69adeb6e8fe08190a4732d42aa15ee8e`	completed	March 8, 2026, 9:34 p.m.
NED2	Entity disambiguation (via description)	`batch_69adebea03a08190bd055e3e6460b5f4`	completed	March 8, 2026, 9:36 p.m.

Created at: March 4, 2026, 7:30 p.m.