Triple

T9658824

Position	Surface form	Disambiguated ID	Type / Status
Subject	2000 Republican Party presidential primaries	`E233532`	entity
Predicate	follows	`P134`	FINISHED
Object	1996 Republican Party presidential primaries The 1996 Republican Party presidential primaries were the series of state-level elections and caucuses in which Republican voters selected their preferred candidate to challenge Democratic incumbent Bill Clinton in the 1996 United States presidential election.	`E812937`	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: 1996 Republican Party presidential primaries | Statement: [2000 Republican Party presidential primaries, follows, 1996 Republican Party presidential primaries]

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

Target entity: 1996 Republican Party presidential primaries
Context triple: [2000 Republican Party presidential primaries, follows, 1996 Republican Party presidential primaries]

A. 2000 Republican Party presidential primaries
The 2000 Republican Party presidential primaries were the series of state-level elections and caucuses in which Republican voters selected their nominee—ultimately George W. Bush—for the 2000 United States presidential election.
B. 1996 United States presidential election
The 1996 United States presidential election was a contest in which incumbent Democratic President Bill Clinton defeated Republican challenger Bob Dole to win a second term in office.
C. 1992 United States presidential election
The 1992 United States presidential election was a three-way race in which Democratic nominee Bill Clinton defeated incumbent President George H. W. Bush and independent candidate Ross Perot.
D. 1996 United States gubernatorial elections
The 1996 United States gubernatorial elections were a series of state-level contests held across the country to choose governors, occurring alongside the 1996 federal election cycle.
E. 1996 United States House of Representatives elections
The 1996 United States House of Representatives elections were the midterm congressional contests held during President Bill Clinton’s first term, in which Republicans retained control of the House while Democrats made modest gains.
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: 1996 Republican Party presidential primaries
Triple: [2000 Republican Party presidential primaries, follows, 1996 Republican Party presidential primaries]

Generated description

The 1996 Republican Party presidential primaries were the series of state-level elections and caucuses in which Republican voters selected their preferred candidate to challenge Democratic incumbent Bill Clinton in the 1996 United States presidential election.

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

Target entity: 1996 Republican Party presidential primaries
Target entity description: The 1996 Republican Party presidential primaries were the series of state-level elections and caucuses in which Republican voters selected their preferred candidate to challenge Democratic incumbent Bill Clinton in the 1996 United States presidential election.

A. 2000 Republican Party presidential primaries
The 2000 Republican Party presidential primaries were the series of state-level elections and caucuses in which Republican voters selected their nominee—ultimately George W. Bush—for the 2000 United States presidential election.
B. 1996 United States presidential election
The 1996 United States presidential election was a contest in which incumbent Democratic President Bill Clinton defeated Republican challenger Bob Dole to win a second term in office.
C. 1992 United States presidential election
The 1992 United States presidential election was a three-way race in which Democratic nominee Bill Clinton defeated incumbent President George H. W. Bush and independent candidate Ross Perot.
D. 1996 United States gubernatorial elections
The 1996 United States gubernatorial elections were a series of state-level contests held across the country to choose governors, occurring alongside the 1996 federal election cycle.
E. 1996 United States House of Representatives elections
The 1996 United States House of Representatives elections were the midterm congressional contests held during President Bill Clinton’s first term, in which Republicans retained control of the House while Democrats made modest gains.
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_69ca848c1ba88190b84b410cd14627fc`	completed	March 30, 2026, 2:11 p.m.
NER	Named-entity recognition	`batch_69cd9bdfc3b08190835e86ff99663214`	completed	April 1, 2026, 10:27 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d18a0b84a0819083191beeaf8d968b`	completed	April 4, 2026, 10 p.m.
NEDg	Description generation	`batch_69d18ac0796c8190b48ccdb9c5052332`	completed	April 4, 2026, 10:03 p.m.
NED2	Entity disambiguation (via description)	`batch_69d18b7f7510819083a402d6802c7d95`	completed	April 4, 2026, 10:06 p.m.

Created at: March 30, 2026, 8:14 p.m.