Triple

T20761306
Position Surface form Disambiguated ID Type / Status
Subject Transformers: Titans Return E510981 entity
Predicate featuresCharacter P626 FINISHED
Object Perceptor
Perceptor is a brilliant Autobot scientist and sniper in the Transformers franchise, known for his microscope alternate mode and analytical, methodical approach to problem-solving.
 E1449756 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: Perceptor | Statement: [Transformers: Titans Return, featuresCharacter, Perceptor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Perceptor
Context triple: [Transformers: Titans Return, featuresCharacter, Perceptor]
  • A. Moravec
    Moravec is a Czech surname most notably associated with figures such as mountaineer Fritz Moravec and roboticist Hans Moravec.
  • B. Wheatley
    Wheatley is the surname given to Phillis Wheatley, the first published African American female poet and an important figure in early American literature.
  • C. Wheatley
    Wheatley is a small community in southwestern Ontario, Canada, known for its proximity to Lake Erie and Wheatley Provincial Park.
  • D. Wheatley
    Wheatley is a large village and civil parish in South Oxfordshire, England, known for its historic center and proximity to Oxford.
  • E. Krios
    Krios is a Titan from Greek mythology, often associated with the constellations and the southern sky.
  • 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: Perceptor
Triple: [Transformers: Titans Return, featuresCharacter, Perceptor]
Generated description
Perceptor is a brilliant Autobot scientist and sniper in the Transformers franchise, known for his microscope alternate mode and analytical, methodical approach to problem-solving.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Perceptor
Target entity description: Perceptor is a brilliant Autobot scientist and sniper in the Transformers franchise, known for his microscope alternate mode and analytical, methodical approach to problem-solving.
  • A. Moravec
    Moravec is a Czech surname most notably associated with figures such as mountaineer Fritz Moravec and roboticist Hans Moravec.
  • B. Wheatley
    Wheatley is the surname given to Phillis Wheatley, the first published African American female poet and an important figure in early American literature.
  • C. Wheatley
    Wheatley is a small community in southwestern Ontario, Canada, known for its proximity to Lake Erie and Wheatley Provincial Park.
  • D. Wheatley
    Wheatley is a large village and civil parish in South Oxfordshire, England, known for its historic center and proximity to Oxford.
  • E. Krios
    Krios is a Titan from Greek mythology, often associated with the constellations and the southern sky.
  • 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_69e0b4c909ec8190b05987f1639513f6 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2493a188190a336a35ea134e5f7 completed April 21, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08ef84885c8190957b6fd0bf2ef319 completed May 16, 2026, 10:28 p.m.
NEDg Description generation batch_6a08effa455c81908bd6213bed3bdba1 completed May 16, 2026, 10:30 p.m.
NED2 Entity disambiguation (via description) batch_6a08f09a2b688190bf7b026fc4b9977e completed May 16, 2026, 10:32 p.m.
Created at: April 16, 2026, 12:35 p.m.