Triple

T3871224

Position	Surface form	Disambiguated ID	Type / Status
Subject	The Simpsons	`E92389`	entity
Predicate	setIn	`P1393`	FINISHED
Object	Springfield Springfield is the fictional American town that serves as the primary setting for the animated television series "The Simpsons."	`E416020`	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: Springfield | Statement: [The Simpsons, setIn, Springfield]

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

Target entity: Springfield
Context triple: [The Simpsons, setIn, Springfield]

A. Springfield
Springfield is a populous suburban community in Northern Virginia known for its major transportation junctions, shopping centers, and proximity to Washington, D.C.
B. Springfield
Springfield is a small rural town located in the state of Kansas in the United States.
C. Springfield
Springfield is a town located in Dane County, Wisconsin, known for its rural character and proximity to the Madison metropolitan area.
D. Springfield
Springfield is a major city in western Massachusetts known as the birthplace of basketball and a regional hub for culture, education, and transportation.
E. Springfield
Springfield is a common place name in the United States, shared by numerous cities and towns across the country.
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: Springfield
Triple: [The Simpsons, setIn, Springfield]

Generated description

Springfield is the fictional American town that serves as the primary setting for the animated television series "The Simpsons."

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

Target entity: Springfield
Target entity description: Springfield is the fictional American town that serves as the primary setting for the animated television series "The Simpsons."

A. Springfield
Springfield is a small rural town located in the state of Kansas in the United States.
B. Springfield
Springfield is a town located in Dane County, Wisconsin, known for its rural character and proximity to the Madison metropolitan area.
C. Springfield
Springfield is the capital city of the U.S. state of Illinois and a major center of its government and political activity.
D. Springfield
Springfield is a common place name in the United States, shared by numerous cities and towns across the country.
E. Springfield
Springfield is a major city in western Massachusetts known as the birthplace of basketball and a regional hub for culture, education, and transportation.
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_69aed967448c819086c4b358d37b25aa`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aeec54b0848190a8d4a0e4df7b6227`	completed	March 9, 2026, 3:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b576852d0c819083d377bab6799ec7`	completed	March 14, 2026, 2:53 p.m.
NEDg	Description generation	`batch_69b577ac31888190b6182b00bd5c709f`	completed	March 14, 2026, 2:58 p.m.
NED2	Entity disambiguation (via description)	`batch_69b57839ee548190804ef306fc9b3a6e`	completed	March 14, 2026, 3:01 p.m.

Created at: March 9, 2026, 3:20 p.m.