Triple

T12091150

Position	Surface form	Disambiguated ID	Type / Status
Subject	Octavia E. Butler	`E287943`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Parable of the Talents Parable of the Talents is a dystopian science fiction novel by Octavia E. Butler that continues the story of Earthseed amid social collapse, religious extremism, and the struggle to build a new community.	`E965305`	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: Parable of the Talents | Statement: [Octavia E. Butler, notableWork, Parable of the Talents]

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

Target entity: Parable of the Talents
Context triple: [Octavia E. Butler, notableWork, Parable of the Talents]

A. Parable of the Workers in the Vineyard
The Parable of the Workers in the Vineyard is a New Testament teaching of Jesus that illustrates God’s generous grace and the reversal of human expectations about fairness and reward in the kingdom of heaven.
B. Parable of the Mustard Seed
The Parable of the Mustard Seed is a brief teaching of Jesus that illustrates how God’s kingdom grows from the smallest beginnings into something great and expansive.
C. parable of the faithful and wicked servants
The parable of the faithful and wicked servants is a teaching of Jesus that contrasts a loyal, watchful servant with a negligent, abusive one to warn about readiness and accountability for his return.
D. Parable of the ten virgins
The Parable of the Ten Virgins is a New Testament teaching of Jesus that uses the imagery of bridesmaids awaiting a bridegroom to illustrate the need for spiritual readiness and vigilance for the coming of God's kingdom.
E. Parable of the Wedding Feast
The Parable of the Wedding Feast is a New Testament teaching of Jesus that uses a royal wedding banquet to illustrate God’s invitation to salvation and the consequences of rejecting it.
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: Parable of the Talents
Triple: [Octavia E. Butler, notableWork, Parable of the Talents]

Generated description

Parable of the Talents is a dystopian science fiction novel by Octavia E. Butler that continues the story of Earthseed amid social collapse, religious extremism, and the struggle to build a new community.

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

Target entity: Parable of the Talents
Target entity description: Parable of the Talents is a dystopian science fiction novel by Octavia E. Butler that continues the story of Earthseed amid social collapse, religious extremism, and the struggle to build a new community.

A. Parable of the Workers in the Vineyard
The Parable of the Workers in the Vineyard is a New Testament teaching of Jesus that illustrates God’s generous grace and the reversal of human expectations about fairness and reward in the kingdom of heaven.
B. Parable of the Mustard Seed
The Parable of the Mustard Seed is a brief teaching of Jesus that illustrates how God’s kingdom grows from the smallest beginnings into something great and expansive.
C. parable of the faithful and wicked servants
The parable of the faithful and wicked servants is a teaching of Jesus that contrasts a loyal, watchful servant with a negligent, abusive one to warn about readiness and accountability for his return.
D. Parable of the ten virgins
The Parable of the Ten Virgins is a New Testament teaching of Jesus that uses the imagery of bridesmaids awaiting a bridegroom to illustrate the need for spiritual readiness and vigilance for the coming of God's kingdom.
E. Parable of the Wedding Feast
The Parable of the Wedding Feast is a New Testament teaching of Jesus that uses a royal wedding banquet to illustrate God’s invitation to salvation and the consequences of rejecting it.
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_69d6ab4964708190850585628b287b0c`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d9151797988190b0d007ea806bcf02`	completed	April 10, 2026, 3:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f5f66d1b44819091f638d2a621ecde`	completed	May 2, 2026, 1:04 p.m.
NEDg	Description generation	`batch_69f600b51f488190a85a8f10f190b3c0`	completed	May 2, 2026, 1:48 p.m.
NED2	Entity disambiguation (via description)	`batch_69f601ebaa448190ba59485d9d7d68d1`	completed	May 2, 2026, 1:53 p.m.

Created at: April 8, 2026, 9:48 p.m.