Triple

T16745387

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hamilton, Montana	`E406937`	entity
Predicate	namedAfter	`P63`	FINISHED
Object	Marcus Daly’s friend Alexander Hamilton (disputed; some sources cite Alexander Hamilton) Marcus Daly’s friend Alexander Hamilton (disputed; some sources cite Alexander Hamilton) is a historically ambiguous figure proposed by some accounts as the namesake of Hamilton, Montana, in contrast to the more widely known Founding Father Alexander Hamilton.	`E1232329`	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: Marcus Daly’s friend Alexander Hamilton (disputed; some sources cite Alexander Hamilton) | Statement: [Hamilton, Montana, namedAfter, Marcus Daly’s friend Alexander Hamilton (disputed; some sources cite Alexander Hamilton)]

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

Target entity: Marcus Daly’s friend Alexander Hamilton (disputed; some sources cite Alexander Hamilton)
Context triple: [Hamilton, Montana, namedAfter, Marcus Daly’s friend Alexander Hamilton (disputed; some sources cite Alexander Hamilton)]

A. Alexander Hamilton (Queenston merchant)
Alexander Hamilton was a prominent early 19th-century merchant and landowner in Queenston, Upper Canada, involved in regional trade and local development.
B. Alexander Hamilton (Queenston merchant) – half‑brother
Alexander Hamilton was a prominent early 19th‑century merchant and landowner in Queenston, Upper Canada, involved in regional trade and local development.
C. Daly
Daly is an electoral division in Australia's Northern Territory, encompassing a large rural and remote area southwest of Darwin.
D. Daly
Daly is a surname most notably associated with Herman Daly, an influential American ecological economist known for his work on steady-state economics and sustainability.
E. Hector Blake
Hector Blake is the central antagonist in the British thriller film "I Came By," portrayed as a seemingly respectable former judge hiding dark and violent secrets.
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: Marcus Daly’s friend Alexander Hamilton (disputed; some sources cite Alexander Hamilton)
Triple: [Hamilton, Montana, namedAfter, Marcus Daly’s friend Alexander Hamilton (disputed; some sources cite Alexander Hamilton)]

Generated description

Marcus Daly’s friend Alexander Hamilton (disputed; some sources cite Alexander Hamilton) is a historically ambiguous figure proposed by some accounts as the namesake of Hamilton, Montana, in contrast to the more widely known Founding Father Alexander Hamilton.

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

Target entity: Marcus Daly’s friend Alexander Hamilton (disputed; some sources cite Alexander Hamilton)
Target entity description: Marcus Daly’s friend Alexander Hamilton (disputed; some sources cite Alexander Hamilton) is a historically ambiguous figure proposed by some accounts as the namesake of Hamilton, Montana, in contrast to the more widely known Founding Father Alexander Hamilton.

A. Alexander Hamilton (Queenston merchant)
Alexander Hamilton was a prominent early 19th-century merchant and landowner in Queenston, Upper Canada, involved in regional trade and local development.
B. Alexander Hamilton (Queenston merchant) – half‑brother
Alexander Hamilton was a prominent early 19th‑century merchant and landowner in Queenston, Upper Canada, involved in regional trade and local development.
C. Daly
Daly is an electoral division in Australia's Northern Territory, encompassing a large rural and remote area southwest of Darwin.
D. Daly
Daly is a surname most notably associated with Herman Daly, an influential American ecological economist known for his work on steady-state economics and sustainability.
E. Hector Blake
Hector Blake is the central antagonist in the British thriller film "I Came By," portrayed as a seemingly respectable former judge hiding dark and violent secrets.
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_69d8838ffb088190a0b11149929006bf`	completed	April 10, 2026, 4:58 a.m.
NER	Named-entity recognition	`batch_69e3aa223aa88190a3c1805ece7317e2`	completed	April 18, 2026, 3:58 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a00a52033748190ae207d72d437236b`	completed	May 10, 2026, 3:32 p.m.
NEDg	Description generation	`batch_6a00a685753881908c3fef10823ce569`	completed	May 10, 2026, 3:38 p.m.
NED2	Entity disambiguation (via description)	`batch_6a00a7174f5c8190891ddd180c50aee3`	completed	May 10, 2026, 3:41 p.m.

Created at: April 10, 2026, 5:21 a.m.