Triple
T21216502
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chris Latta |
E522848
|
entity |
| Predicate | portrayedCharacter |
P1668
|
FINISHED |
| Object |
Officer Zed in The Transformers (live-action segments, early production)
Officer Zed in the early live-action segments of The Transformers is a minor human character conceived during the show's initial production phase and portrayed by voice actor Chris Latta.
|
E1471541
|
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: Officer Zed in The Transformers (live-action segments, early production) | Statement: [Chris Latta, portrayedCharacter, Officer Zed in The Transformers (live-action segments, early production)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Officer Zed in The Transformers (live-action segments, early production) Context triple: [Chris Latta, portrayedCharacter, Officer Zed in The Transformers (live-action segments, early production)]
-
A.
Zed in Men in Black
Zed in Men in Black is the gruff, no-nonsense head of the secret government agency overseeing extraterrestrial activity on Earth.
-
B.
Transformers: Ironhide
Transformers: Ironhide is a limited comic book series from IDW Publishing that focuses on the Autobot warrior Ironhide, exploring his past, character development, and role within the Transformers universe.
-
C.
The Transformers (1984 TV series)
The Transformers (1984 TV series) is an animated television show that introduced the iconic conflict between the heroic Autobots and evil Decepticons, helping launch the long-running Transformers multimedia franchise.
-
D.
Transformers: Beast Wars (as a variant/descendant)
Transformers: Beast Wars (as a variant/descendant) is a CGI-animated Transformers television series set in the far future of the original continuity, featuring Maximals and Predacons who transform into animals instead of vehicles.
-
E.
Autobot Headmasters
The Autobot Headmasters are a subgroup of Autobots whose robot bodies partner with smaller humanoid beings that transform into their heads, enhancing their abilities in battle.
- 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: Officer Zed in The Transformers (live-action segments, early production) Triple: [Chris Latta, portrayedCharacter, Officer Zed in The Transformers (live-action segments, early production)]
Generated description
Officer Zed in the early live-action segments of The Transformers is a minor human character conceived during the show's initial production phase and portrayed by voice actor Chris Latta.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Officer Zed in The Transformers (live-action segments, early production) Target entity description: Officer Zed in the early live-action segments of The Transformers is a minor human character conceived during the show's initial production phase and portrayed by voice actor Chris Latta.
-
A.
Zed in Men in Black
Zed in Men in Black is the gruff, no-nonsense head of the secret government agency overseeing extraterrestrial activity on Earth.
-
B.
Transformers: Ironhide
Transformers: Ironhide is a limited comic book series from IDW Publishing that focuses on the Autobot warrior Ironhide, exploring his past, character development, and role within the Transformers universe.
-
C.
The Transformers (1984 TV series)
The Transformers (1984 TV series) is an animated television show that introduced the iconic conflict between the heroic Autobots and evil Decepticons, helping launch the long-running Transformers multimedia franchise.
-
D.
Transformers: Beast Wars (as a variant/descendant)
Transformers: Beast Wars (as a variant/descendant) is a CGI-animated Transformers television series set in the far future of the original continuity, featuring Maximals and Predacons who transform into animals instead of vehicles.
-
E.
Autobot Headmasters
The Autobot Headmasters are a subgroup of Autobots whose robot bodies partner with smaller humanoid beings that transform into their heads, enhancing their abilities in battle.
- 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_69e0b511ed84819099b449b4a111085c |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e734744dcc81908b3065adc93b4b98 |
completed | April 21, 2026, 8:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a097ed8bd0881909777475f8930b590 |
completed | May 17, 2026, 8:39 a.m. |
| NEDg | Description generation | batch_6a097f61ad008190bcbf64326356b857 |
completed | May 17, 2026, 8:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0980a602908190a2cbcbae9b8d8bf2 |
completed | May 17, 2026, 8:47 a.m. |
Created at: April 16, 2026, 3:41 p.m.