Triple

T7872059

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kathleen Kennedy Townsend	`E182759`	entity
Predicate	candidateInElection	`P1221`	FINISHED
Object	2002 Maryland gubernatorial election The 2002 Maryland gubernatorial election was a closely watched statewide race in which Republican Bob Ehrlich defeated Democrat Kathleen Kennedy Townsend, ending decades of Democratic control of the governor’s office.	`E697767`	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: 2002 Maryland gubernatorial election | Statement: [Kathleen Kennedy Townsend, candidateInElection, 2002 Maryland gubernatorial election]

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

Target entity: 2002 Maryland gubernatorial election
Context triple: [Kathleen Kennedy Townsend, candidateInElection, 2002 Maryland gubernatorial election]

A. 2002 Florida gubernatorial election
The 2002 Florida gubernatorial election was the statewide contest in which incumbent Republican Governor Jeb Bush won a second term in office.
B. 2006 Pennsylvania gubernatorial election
The 2006 Pennsylvania gubernatorial election was a statewide race in which incumbent Democratic Governor Ed Rendell defeated Republican challenger and former NFL star Lynn Swann.
C. 2002 United States House of Representatives elections
The 2002 United States House of Representatives elections were midterm congressional contests held during George W. Bush’s presidency that determined all 435 House seats and resulted in Republicans strengthening their majority.
D. 2021 Virginia gubernatorial election
The 2021 Virginia gubernatorial election was a closely watched U.S. state contest in which Republican businessman Glenn Youngkin defeated Democrat Terry McAuliffe, signaling a significant political shift in a previously Democratic-leaning state.
E. 2002 California gubernatorial election
The 2002 California gubernatorial election was the statewide contest in which incumbent Governor Gray Davis won re-election amid growing voter dissatisfaction that later contributed to his 2003 recall.
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: 2002 Maryland gubernatorial election
Triple: [Kathleen Kennedy Townsend, candidateInElection, 2002 Maryland gubernatorial election]

Generated description

The 2002 Maryland gubernatorial election was a closely watched statewide race in which Republican Bob Ehrlich defeated Democrat Kathleen Kennedy Townsend, ending decades of Democratic control of the governor’s office.

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

Target entity: 2002 Maryland gubernatorial election
Target entity description: The 2002 Maryland gubernatorial election was a closely watched statewide race in which Republican Bob Ehrlich defeated Democrat Kathleen Kennedy Townsend, ending decades of Democratic control of the governor’s office.

A. 2002 Florida gubernatorial election
The 2002 Florida gubernatorial election was the statewide contest in which incumbent Republican Governor Jeb Bush won a second term in office.
B. 2006 Pennsylvania gubernatorial election
The 2006 Pennsylvania gubernatorial election was a statewide race in which incumbent Democratic Governor Ed Rendell defeated Republican challenger and former NFL star Lynn Swann.
C. 2002 United States House of Representatives elections
The 2002 United States House of Representatives elections were midterm congressional contests held during George W. Bush’s presidency that determined all 435 House seats and resulted in Republicans strengthening their majority.
D. 2021 Virginia gubernatorial election
The 2021 Virginia gubernatorial election was a closely watched U.S. state contest in which Republican businessman Glenn Youngkin defeated Democrat Terry McAuliffe, signaling a significant political shift in a previously Democratic-leaning state.
E. 2002 California gubernatorial election
The 2002 California gubernatorial election was the statewide contest in which incumbent Governor Gray Davis won re-election amid growing voter dissatisfaction that later contributed to his 2003 recall.
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_69ca82894d9081908a832bfce71a4714`	completed	March 30, 2026, 2:02 p.m.
NER	Named-entity recognition	`batch_69cb39a5950481908399211c5dfe2569`	completed	March 31, 2026, 3:04 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cb5b6bc7248190adbf4377c52e16a9`	completed	March 31, 2026, 5:28 a.m.
NEDg	Description generation	`batch_69cb5f1daac88190a162132bbd40fdc6`	completed	March 31, 2026, 5:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69cb768ac1a48190bc6a59a64adf7144`	completed	March 31, 2026, 7:23 a.m.

Created at: March 30, 2026, 4:56 p.m.