Triple

T4117460

Position	Surface form	Disambiguated ID	Type / Status
Subject	Republican Party presidential primaries, 2008	`E90326`	entity
Predicate	majorEvent	`P259`	FINISHED
Object	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.	`E415441`	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, 2008 | Statement: [Republican Party presidential primaries, 2008, majorEvent, New Hampshire Republican primary, 2008]

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

Target entity: New Hampshire Republican primary, 2008
Context triple: [Republican Party presidential primaries, 2008, majorEvent, New Hampshire Republican primary, 2008]

A. 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.
B. 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.
C. Republican Party presidential primaries, 2008
The Republican Party presidential primaries of 2008 were the series of state-level contests in which Republican voters selected their party’s nominee for the 2008 U.S. presidential election, ultimately leading to the nomination of Senator John McCain.
D. Democratic Party presidential primaries, 2008
The Democratic Party presidential primaries of 2008 were the nationwide series of state contests in which Barack Obama defeated Hillary Clinton to secure the party’s nomination for the U.S. presidency.
E. 2018 New Hampshire gubernatorial election
The 2018 New Hampshire gubernatorial election was the statewide race in which voters chose the governor of New Hampshire for the term immediately preceding the 2020 contest.
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, 2008
Triple: [Republican Party presidential primaries, 2008, majorEvent, New Hampshire Republican primary, 2008]

Generated description

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.

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

Target entity: New Hampshire Republican primary, 2008
Target entity description: 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.

A. 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.
B. 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.
C. Republican Party presidential primaries, 2008
The Republican Party presidential primaries of 2008 were the series of state-level contests in which Republican voters selected their party’s nominee for the 2008 U.S. presidential election, ultimately leading to the nomination of Senator John McCain.
D. Democratic Party presidential primaries, 2008
The Democratic Party presidential primaries of 2008 were the nationwide series of state contests in which Barack Obama defeated Hillary Clinton to secure the party’s nomination for the U.S. presidency.
E. 2018 New Hampshire gubernatorial election
The 2018 New Hampshire gubernatorial election was the statewide race in which voters chose the governor of New Hampshire for the term immediately preceding the 2020 contest.
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_69aed95c080881908125e30c5dcdc6f8`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69af01f347f8819080dd250398474d7e`	completed	March 9, 2026, 5:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b576abe02081908a1b0322758089bd`	completed	March 14, 2026, 2:54 p.m.
NEDg	Description generation	`batch_69b577180e2881908e3bf4bfce7c9edd`	completed	March 14, 2026, 2:56 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5778dcdc08190aee087f6d54992dc`	completed	March 14, 2026, 2:58 p.m.

Created at: March 9, 2026, 3:41 p.m.