Triple
T2495743
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | High Moon Studios |
E52148
|
entity |
| Predicate | notableSeries |
P3199
|
FINISHED |
| Object |
Transformers video games
Transformers video games are a series of action titles based on the Transformers franchise, featuring battles between Autobots and Decepticons across various consoles and platforms.
|
E113508
|
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 video games | Statement: [High Moon Studios, notableSeries, Transformers video games]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transformers video games Context triple: [High Moon Studios, notableSeries, Transformers video games]
-
A.
Transformers
Transformers is a blockbuster science fiction action franchise centered on sentient robots that can transform into vehicles and other objects, spanning films, television series, comics, and merchandise.
-
B.
Transformers Metrobase
Transformers Metrobase is a themed area in Universal Studios parks that immerses guests in the world of the Transformers franchise, serving as the setting and queue environment for Transformers: The Ride 3D.
-
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: The Ride 3D
Transformers: The Ride 3D is an immersive motion-simulator dark ride themed around the Transformers film franchise, combining 3D high-definition media, practical effects, and a track-based ride system to place guests in the middle of an Autobot–Decepticon battle.
-
E.
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.
- 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 video games Triple: [High Moon Studios, notableSeries, Transformers video games]
Generated description
Transformers video games are a series of action titles based on the Transformers franchise, featuring battles between Autobots and Decepticons across various consoles and platforms.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transformers video games Target entity description: Transformers video games are a series of action titles based on the Transformers franchise, featuring battles between Autobots and Decepticons across various consoles and platforms.
-
A.
Transformers
chosen
Transformers is a blockbuster science fiction action franchise centered on sentient robots that can transform into vehicles and other objects, spanning films, television series, comics, and merchandise.
-
B.
Transformers Metrobase
Transformers Metrobase is a themed area in Universal Studios parks that immerses guests in the world of the Transformers franchise, serving as the setting and queue environment for Transformers: The Ride 3D.
-
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: The Ride 3D
Transformers: The Ride 3D is an immersive motion-simulator dark ride themed around the Transformers film franchise, combining 3D high-definition media, practical effects, and a track-based ride system to place guests in the middle of an Autobot–Decepticon battle.
-
E.
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.
- F. None of above.
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_69ab4955111c8190835bf619adec21ff |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd19541048190b9e39db119c20fe8 |
completed | March 7, 2026, 7:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af1f98a1a48190bc9eeb25868a2f9b |
completed | March 9, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_69af236665488190ab178fe27bb078b6 |
completed | March 9, 2026, 7:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af23eac91881908c232fa5ea0ed587 |
completed | March 9, 2026, 7:47 p.m. |
Created at: March 6, 2026, 9:45 p.m.