Triple

T6425889

Position	Surface form	Disambiguated ID	Type / Status
Subject	James Murray, 2nd Duke of Atholl	`E128056`	entity
Predicate	mother	`P120`	FINISHED
Object	Katherine Hamilton, Duchess of Atholl Katherine Hamilton, Duchess of Atholl, was a Scottish noblewoman of the early 18th century who became Duchess through marriage into the Murray family and was the mother of James Murray, 2nd Duke of Atholl.	`E597541`	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: Katherine Hamilton, Duchess of Atholl | Statement: [James Murray, 2nd Duke of Atholl, mother, Katherine Hamilton, Duchess of Atholl]

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

Target entity: Katherine Hamilton, Duchess of Atholl
Context triple: [James Murray, 2nd Duke of Atholl, mother, Katherine Hamilton, Duchess of Atholl]

A. Anne Hamilton, 3rd Duchess of Hamilton
Anne Hamilton, 3rd Duchess of Hamilton, was a 17th-century Scottish noblewoman who held the ducal title in her own right and played a significant role in the powerful Hamilton family's political and social influence.
B. Elizabeth Stewart, Duchess of Albany
Elizabeth Stewart, Duchess of Albany, was a medieval Scottish noblewoman and royal princess, the daughter of King Robert III of Scotland and wife of Murdoch Stewart, Duke of Albany.
C. Mary Stewart, Countess of Angus
Mary Stewart, Countess of Angus, was a medieval Scottish noblewoman and daughter of King Robert III of Scotland who played a role in the dynastic alliances of the Scottish royal family.
D. Anne Scott, 1st Duchess of Buccleuch
Anne Scott, 1st Duchess of Buccleuch, was a 17th-century Scottish noblewoman whose marriage to James Scott, Duke of Monmouth, linked her to the royal House of Stuart and made her one of the wealthiest heiresses of her time.
E. Anne Stirling
Anne Stirling is known primarily as the mother of the renowned Scottish mathematician and architect James Stirling.
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: Katherine Hamilton, Duchess of Atholl
Triple: [James Murray, 2nd Duke of Atholl, mother, Katherine Hamilton, Duchess of Atholl]

Generated description

Katherine Hamilton, Duchess of Atholl, was a Scottish noblewoman of the early 18th century who became Duchess through marriage into the Murray family and was the mother of James Murray, 2nd Duke of Atholl.

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

Target entity: Katherine Hamilton, Duchess of Atholl
Target entity description: Katherine Hamilton, Duchess of Atholl, was a Scottish noblewoman of the early 18th century who became Duchess through marriage into the Murray family and was the mother of James Murray, 2nd Duke of Atholl.

A. Anne Hamilton, 3rd Duchess of Hamilton
Anne Hamilton, 3rd Duchess of Hamilton, was a 17th-century Scottish noblewoman who held the ducal title in her own right and played a significant role in the powerful Hamilton family's political and social influence.
B. Elizabeth Stewart, Duchess of Albany
Elizabeth Stewart, Duchess of Albany, was a medieval Scottish noblewoman and royal princess, the daughter of King Robert III of Scotland and wife of Murdoch Stewart, Duke of Albany.
C. Mary Stewart, Countess of Angus
Mary Stewart, Countess of Angus, was a medieval Scottish noblewoman and daughter of King Robert III of Scotland who played a role in the dynastic alliances of the Scottish royal family.
D. Anne Scott, 1st Duchess of Buccleuch
Anne Scott, 1st Duchess of Buccleuch, was a 17th-century Scottish noblewoman whose marriage to James Scott, Duke of Monmouth, linked her to the royal House of Stuart and made her one of the wealthiest heiresses of her time.
E. Anne Stirling
Anne Stirling is known primarily as the mother of the renowned Scottish mathematician and architect James Stirling.
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_69c00838de888190af2eec0b80495efa`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c0691f944c81909d4e5d8ef9e494b6`	completed	March 22, 2026, 10:11 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c65fc4dc588190ad983fde8969c20f`	completed	March 27, 2026, 10:45 a.m.
NEDg	Description generation	`batch_69c6604e8e9081908d26e98daf3a2704`	completed	March 27, 2026, 10:47 a.m.
NED2	Entity disambiguation (via description)	`batch_69c660af0e20819095a71c3014b4d0e2`	completed	March 27, 2026, 10:49 a.m.

Created at: March 22, 2026, 4:43 p.m.