Triple

T27102520

Position	Surface form	Disambiguated ID	Type / Status
Subject	Randy Taylor	`E686478`	entity
Predicate	leavesSeriesReasonRealLife	`P162051`	FINISHED
Object	Jonathan Taylor Thomas wanted to focus on education and other projects Jonathan Taylor Thomas wanted to focus on education and other projects is the real-life reason actor Jonathan Taylor Thomas stepped back from his role as Randy Taylor on the TV series "Home Improvement."	`E1756138`	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: Jonathan Taylor Thomas wanted to focus on education and other projects | Statement: [Randy Taylor, leavesSeriesReasonRealLife, Jonathan Taylor Thomas wanted to focus on education and other projects]

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: Jonathan Taylor Thomas wanted to focus on education and other projects
Triple: [Randy Taylor, leavesSeriesReasonRealLife, Jonathan Taylor Thomas wanted to focus on education and other projects]

Generated description

Jonathan Taylor Thomas wanted to focus on education and other projects is the real-life reason actor Jonathan Taylor Thomas stepped back from his role as Randy Taylor on the TV series "Home Improvement."

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

Target predicate: leavesSeriesReasonRealLife
Context triple: [Randy Taylor, leavesSeriesReasonRealLife, Jonathan Taylor Thomas wanted to focus on education and other projects]

A. leavesSeriesReasonInStory
Indicates that an entity departs from or exits a series within the narrative for a specified reason as presented in the story.
B. leavesSeriesIn
Indicates that an entity departs from or exits a particular series, sequence, or collection it was previously part of.
C. leavesSeriesWith
Indicates that an entity departs from or exits a series, sequence, or collection, ending its participation in that series.
D. endOfSeriesReason
Indicates the reason or cause for which a series, sequence, or run is concluded or terminated.
E. listingReason
Indicates the reason or justification for why an item, entity, or subject has been listed or included in a particular collection, catalog, or context.
F. None of above. chosen

Provenance (7 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_69ef1489f8b481908e24a1985982bd26`	completed	April 27, 2026, 7:47 a.m.
NER	Named-entity recognition	`batch_69f623b76bec8190ad8f66180c8ecbd4`	completed	May 2, 2026, 4:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a124808c1348190803263c4af6e2871`	completed	May 24, 2026, 12:36 a.m.
NEDg	Description generation	`batch_6a12488822208190aab1355ac3efd2a6`	completed	May 24, 2026, 12:38 a.m.
NED2	Entity disambiguation (via description)	`batch_6a124935c01c8190b9d6d13c4f50a104`	completed	May 24, 2026, 12:41 a.m.
PD	Predicate disambiguation	`batch_69f620e0b37481909a280574decbd443`	completed	May 2, 2026, 4:05 p.m.
PDg	Predicate description generation	`batch_69f621c7d3e0819095b1f327637ae4f9`	completed	May 2, 2026, 4:09 p.m.

Created at: April 27, 2026, 8:48 a.m.