Triple

T29020636

Position	Surface form	Disambiguated ID	Type / Status
Subject	Duffless	`E737441`	entity
Predicate	chronologicalSuccessorEpisode	`P45886`	FINISHED
Object	Last Exit to Springfield "Last Exit to Springfield" is a highly acclaimed episode of The Simpsons in which Homer becomes a union leader to fight for the workers’ dental plan, widely regarded as one of the series’ best and most satirical installments.	`E1843953`	NE FINISHED

How this triple was built (3 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: Last Exit to Springfield | Statement: [Duffless, chronologicalSuccessorEpisode, Last Exit to Springfield]

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: Last Exit to Springfield
Triple: [Duffless, chronologicalSuccessorEpisode, Last Exit to Springfield]

Generated description

"Last Exit to Springfield" is a highly acclaimed episode of The Simpsons in which Homer becomes a union leader to fight for the workers’ dental plan, widely regarded as one of the series’ best and most satirical installments.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: chronologicalSuccessorEpisode
Context triple: [Duffless, chronologicalSuccessorEpisode, Last Exit to Springfield]

A. followsEpisode chosen
Indicates that one episode occurs directly after another in a sequence or series.
B. subsequentEpisodesReleased
Indicates that additional episodes following an initial one have been made available or published.
C. associatedEpisode
Indicates that one entity is linked or connected to a particular episode as its related or relevant installment.
D. followedBySeason
Indicates that one season occurs immediately after another in chronological order.
E. successorSeries
Indicates that one series directly follows another in sequence, continuing or extending it as its successor.
F. None of above.

Provenance (6 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_69f077ee19f881909af48f9cab00a2e5`	completed	April 28, 2026, 9:03 a.m.
NER	Named-entity recognition	`batch_69f71996e1a48190ac59a1d66d7c44e8`	completed	May 3, 2026, 9:47 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a2505cf981081909f62473226cd3273`	completed	June 7, 2026, 5:46 a.m.
NEDg	Description generation	`batch_6a250b60ce248190af70b1f449f36752`	completed	June 7, 2026, 6:10 a.m.
NED2	Entity disambiguation (via description)	`batch_6a250c39aaa48190b47a3ae755a63eeb`	completed	June 7, 2026, 6:14 a.m.
PD	Predicate disambiguation	`batch_69f71820c6c88190ab38b4fa626d22cc`	completed	May 3, 2026, 9:40 a.m.

Created at: April 28, 2026, 9:49 a.m.