Triple

T6557931

Position	Surface form	Disambiguated ID	Type / Status
Subject	Timothée Chalamet	`E152497`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Producers (2013 play The Prodigal Son) Producers (2013 play The Prodigal Son) is a stage production best known as an early theatrical role in the career of actor Timothée Chalamet.	`E602480`	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: Producers (2013 play The Prodigal Son) | Statement: [Timothée Chalamet, notableWork, Producers (2013 play The Prodigal Son)]

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

Target entity: Producers (2013 play The Prodigal Son)
Context triple: [Timothée Chalamet, notableWork, Producers (2013 play The Prodigal Son)]

A. Prodigals and Those Who Love Them
Prodigals and Those Who Love Them is a Christian devotional book by Ruth Bell Graham that offers encouragement and biblical reflections for families struggling with wayward loved ones.
B. The Prodigal Son in the Tavern
"The Prodigal Son in the Tavern" is a painting, traditionally attributed to a Northern European Old Master, depicting the biblical prodigal son indulging in revelry and excess before his repentance.
C. The Return of the Prodigal Son
The Return of the Prodigal Son is a late masterpiece by Rembrandt van Rijn depicting the biblical parable of forgiveness and reconciliation with profound emotional depth and dramatic use of light and shadow.
D. The Return of the Prodigal Son
The Return of the Prodigal Son is a religious painting by Spanish Baroque artist Bartolomé Esteban Murillo depicting the biblical parable of forgiveness and reconciliation between a repentant son and his father.
E. The Producers (2001 Broadway production)
The Producers (2001 Broadway production) is a smash-hit Mel Brooks musical comedy that became one of Broadway’s most celebrated and Tony Award–winning shows.
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: Producers (2013 play The Prodigal Son)
Triple: [Timothée Chalamet, notableWork, Producers (2013 play The Prodigal Son)]

Generated description

Producers (2013 play The Prodigal Son) is a stage production best known as an early theatrical role in the career of actor Timothée Chalamet.

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

Target entity: Producers (2013 play The Prodigal Son)
Target entity description: Producers (2013 play The Prodigal Son) is a stage production best known as an early theatrical role in the career of actor Timothée Chalamet.

A. Prodigals and Those Who Love Them
Prodigals and Those Who Love Them is a Christian devotional book by Ruth Bell Graham that offers encouragement and biblical reflections for families struggling with wayward loved ones.
B. The Prodigal Son in the Tavern
"The Prodigal Son in the Tavern" is a painting, traditionally attributed to a Northern European Old Master, depicting the biblical prodigal son indulging in revelry and excess before his repentance.
C. The Return of the Prodigal Son
The Return of the Prodigal Son is a religious painting by Spanish Baroque artist Bartolomé Esteban Murillo depicting the biblical parable of forgiveness and reconciliation between a repentant son and his father.
D. The Return of the Prodigal Son
The Return of the Prodigal Son is a late masterpiece by Rembrandt van Rijn depicting the biblical parable of forgiveness and reconciliation with profound emotional depth and dramatic use of light and shadow.
E. The Producers (2001 Broadway production)
The Producers (2001 Broadway production) is a smash-hit Mel Brooks musical comedy that became one of Broadway’s most celebrated and Tony Award–winning shows.
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_69c688058d6881908c19b309cc55dbfa`	completed	March 27, 2026, 1:37 p.m.
NER	Named-entity recognition	`batch_69c6ae1eb0888190a67b850ac2bca79c`	completed	March 27, 2026, 4:19 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c6cb8bae88819089cff70fa1101a39`	completed	March 27, 2026, 6:25 p.m.
NEDg	Description generation	`batch_69c6cd417d288190868e9709deb4b28a`	completed	March 27, 2026, 6:32 p.m.
NED2	Entity disambiguation (via description)	`batch_69c6ce6be1f88190bc8b90bf90c6dc55`	completed	March 27, 2026, 6:37 p.m.

Created at: March 27, 2026, 1:52 p.m.