Triple

T3802890

Position	Surface form	Disambiguated ID	Type / Status
Subject	John Goodman	`E91731`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Transformers: Age of Extinction Transformers: Age of Extinction is a 2014 science fiction action film in the Transformers franchise that continues the saga of sentient robots battling on Earth with a new human cast and upgraded robotic characters.	`E387606`	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: Transformers: Age of Extinction | Statement: [John Goodman, notableWork, Transformers: Age of Extinction]

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

Target entity: Transformers: Age of Extinction
Context triple: [John Goodman, notableWork, Transformers: Age of Extinction]

A. Transformers: The Last Knight
Transformers: The Last Knight is a 2017 science fiction action film in the Transformers franchise that continues the battle between Autobots and Decepticons on Earth with a storyline tied to Arthurian legend and human history.
B. Transformers: Fall of Cybertron
Transformers: Fall of Cybertron is a third-person action video game set in the Transformers universe that chronicles the final days of the war-torn planet Cybertron.
C. Transformers: Dark of the Moon
Transformers: Dark of the Moon is a 2011 science fiction action film in the Transformers franchise, directed by Michael Bay and centered on the ongoing war between Autobots and Decepticons on Earth.
D. Transformers: Revenge of the Fallen
Transformers: Revenge of the Fallen is a 2009 science fiction action film and the second installment in the live-action Transformers franchise, featuring the ongoing war between Autobots and Decepticons on Earth.
E. Transformers: Prime
Transformers: Prime is an animated television series in the Transformers franchise that follows the ongoing battle between the Autobots and Decepticons on Earth, known for its darker tone, CGI animation, and character-driven storytelling.
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: Transformers: Age of Extinction
Triple: [John Goodman, notableWork, Transformers: Age of Extinction]

Generated description

Transformers: Age of Extinction is a 2014 science fiction action film in the Transformers franchise that continues the saga of sentient robots battling on Earth with a new human cast and upgraded robotic characters.

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

Target entity: Transformers: Age of Extinction
Target entity description: Transformers: Age of Extinction is a 2014 science fiction action film in the Transformers franchise that continues the saga of sentient robots battling on Earth with a new human cast and upgraded robotic characters.

A. Transformers: The Last Knight
Transformers: The Last Knight is a 2017 science fiction action film in the Transformers franchise that continues the battle between Autobots and Decepticons on Earth with a storyline tied to Arthurian legend and human history.
B. Transformers: Fall of Cybertron
Transformers: Fall of Cybertron is a third-person action video game set in the Transformers universe that chronicles the final days of the war-torn planet Cybertron.
C. Transformers: Dark of the Moon
Transformers: Dark of the Moon is a 2011 science fiction action film in the Transformers franchise, directed by Michael Bay and centered on the ongoing war between Autobots and Decepticons on Earth.
D. Transformers: Revenge of the Fallen
Transformers: Revenge of the Fallen is a 2009 science fiction action film and the second installment in the live-action Transformers franchise, featuring the ongoing war between Autobots and Decepticons on Earth.
E. Transformers: Prime
Transformers: Prime is an animated television series in the Transformers franchise that follows the ongoing battle between the Autobots and Decepticons on Earth, known for its darker tone, CGI animation, and character-driven storytelling.
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_69aed96354f48190a768966d6bd19b04`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69aee7bacf2881908198a77063d15d16`	completed	March 9, 2026, 3:31 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b4f06889c88190ab4d8da7f0dfeadd`	completed	March 14, 2026, 5:21 a.m.
NEDg	Description generation	`batch_69b4f0e77efc8190b4459d4559261a2f`	completed	March 14, 2026, 5:23 a.m.
NED2	Entity disambiguation (via description)	`batch_69b4f15cfde88190bcb2680b90f98111`	completed	March 14, 2026, 5:25 a.m.

Created at: March 9, 2026, 3:15 p.m.