Triple

T17120121

Position	Surface form	Disambiguated ID	Type / Status
Subject	New Hampshire Republican primary, 2008	`E415441`	entity
Predicate	previousElection	`P97`	FINISHED
Object	New Hampshire Republican primary, 2004 The New Hampshire Republican primary, 2004 was the early presidential nominating contest in New Hampshire in which Republican voters selected their preferred candidate for the party’s 2004 U.S. presidential nomination.	`E1252538`	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: New Hampshire Republican primary, 2004 | Statement: [New Hampshire Republican primary, 2008, previousElection, New Hampshire Republican primary, 2004]

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

Target entity: New Hampshire Republican primary, 2004
Context triple: [New Hampshire Republican primary, 2008, previousElection, New Hampshire Republican primary, 2004]

A. New Hampshire Democratic primary 2004
The New Hampshire Democratic primary 2004 was an early and influential contest in the 2004 U.S. presidential election cycle that helped establish John Kerry as the Democratic frontrunner.
B. New Hampshire Republican primary, 2008
The New Hampshire Republican primary, 2008 was an early and influential contest in the 2008 U.S. Republican presidential nomination race, closely watched for its impact on candidate momentum and media narratives.
C. New Hampshire Republican presidential primary, 2024
The New Hampshire Republican presidential primary, 2024 is an early and influential state-level contest in the Republican Party’s 2024 presidential nomination process, closely watched for its impact on candidate momentum and media narratives.
D. New Hampshire Democratic primary 2000
The New Hampshire Democratic primary of 2000 was an early and influential presidential nominating contest in which Vice President Al Gore decisively defeated former Senator Bill Bradley, helping to solidify his path to the Democratic nomination.
E. New Hampshire Democratic primary, 2008
The New Hampshire Democratic primary, 2008 was an early and influential U.S. presidential nominating contest in which Hillary Clinton scored a pivotal victory over Barack Obama, reshaping the dynamics of the Democratic race.
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: New Hampshire Republican primary, 2004
Triple: [New Hampshire Republican primary, 2008, previousElection, New Hampshire Republican primary, 2004]

Generated description

The New Hampshire Republican primary, 2004 was the early presidential nominating contest in New Hampshire in which Republican voters selected their preferred candidate for the party’s 2004 U.S. presidential nomination.

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

Target entity: New Hampshire Republican primary, 2004
Target entity description: The New Hampshire Republican primary, 2004 was the early presidential nominating contest in New Hampshire in which Republican voters selected their preferred candidate for the party’s 2004 U.S. presidential nomination.

A. New Hampshire Democratic primary 2004
The New Hampshire Democratic primary 2004 was an early and influential contest in the 2004 U.S. presidential election cycle that helped establish John Kerry as the Democratic frontrunner.
B. New Hampshire Republican primary, 2008
The New Hampshire Republican primary, 2008 was an early and influential contest in the 2008 U.S. Republican presidential nomination race, closely watched for its impact on candidate momentum and media narratives.
C. New Hampshire Republican presidential primary, 2024
The New Hampshire Republican presidential primary, 2024 is an early and influential state-level contest in the Republican Party’s 2024 presidential nomination process, closely watched for its impact on candidate momentum and media narratives.
D. New Hampshire Democratic primary 2000
The New Hampshire Democratic primary of 2000 was an early and influential presidential nominating contest in which Vice President Al Gore decisively defeated former Senator Bill Bradley, helping to solidify his path to the Democratic nomination.
E. New Hampshire Democratic primary, 2008
The New Hampshire Democratic primary, 2008 was an early and influential U.S. presidential nominating contest in which Hillary Clinton scored a pivotal victory over Barack Obama, reshaping the dynamics of the Democratic race.
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_69d886d090cc8190a39cb94992586905`	completed	April 10, 2026, 5:12 a.m.
NER	Named-entity recognition	`batch_69e3e8092b548190b45c1695be47edc2`	completed	April 18, 2026, 8:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a014147db18819083e6cfbb597687c1`	completed	May 11, 2026, 2:39 a.m.
NEDg	Description generation	`batch_6a014209b11081908ed088a9bb18b73b`	completed	May 11, 2026, 2:42 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0142ac95188190847f29cb0f8d15ed`	completed	May 11, 2026, 2:45 a.m.

Created at: April 10, 2026, 5:36 a.m.