Triple

T13933126
Position Surface form Disambiguated ID Type / Status
Subject The Keynote Speaker E335040 entity
Predicate hasPart P35 FINISHED
Object "Tranzform"
Tranzform is likely a segment, feature, or component associated with a keynote speaker event, such as a themed session, presentation module, or branded experience within the keynote.
 E1069916 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: "Tranzform" | Statement: [The Keynote Speaker, hasPart, "Tranzform"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: "Tranzform"
Context triple: [The Keynote Speaker, hasPart, "Tranzform"]
  • A. Transmorphers
    Transmorphers is a low-budget science fiction film widely recognized as a mockbuster that imitates and capitalizes on the popularity of the Transformers franchise.
  • B. Transformers: Energon
    Transformers: Energon is an animated television series in the Transformers franchise that continues the conflict between Autobots and Decepticons as they battle over the powerful energy source Energon.
  • C. Transformers: The Rebirth
    Transformers: The Rebirth is a three-part animated television miniseries that serves as the final story arc of the original Transformers Generation 1 cartoon, introducing the Headmasters and Targetmasters concepts.
  • D. Transformers: Cybertron
    Transformers: Cybertron is a 2005–2006 animated television series in the Transformers franchise that follows the Autobots and Decepticons as they search for Cyber Planet Keys to save their homeworld.
  • E. Transformers: Studio Series
    Transformers: Studio Series is a Hasbro and Takara Tomy toy line that recreates characters and scenes from the live-action Transformers films with screen-accurate, highly detailed action figures.
  • 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: "Tranzform"
Triple: [The Keynote Speaker, hasPart, "Tranzform"]
Generated description
Tranzform is likely a segment, feature, or component associated with a keynote speaker event, such as a themed session, presentation module, or branded experience within the keynote.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: "Tranzform"
Target entity description: Tranzform is likely a segment, feature, or component associated with a keynote speaker event, such as a themed session, presentation module, or branded experience within the keynote.
  • A. Transmorphers
    Transmorphers is a low-budget science fiction film widely recognized as a mockbuster that imitates and capitalizes on the popularity of the Transformers franchise.
  • B. Transformers: Energon
    Transformers: Energon is an animated television series in the Transformers franchise that continues the conflict between Autobots and Decepticons as they battle over the powerful energy source Energon.
  • C. Transformers: The Rebirth
    Transformers: The Rebirth is a three-part animated television miniseries that serves as the final story arc of the original Transformers Generation 1 cartoon, introducing the Headmasters and Targetmasters concepts.
  • D. Transformers: Cybertron
    Transformers: Cybertron is a 2005–2006 animated television series in the Transformers franchise that follows the Autobots and Decepticons as they search for Cyber Planet Keys to save their homeworld.
  • E. Transformers: Studio Series
    Transformers: Studio Series is a Hasbro and Takara Tomy toy line that recreates characters and scenes from the live-action Transformers films with screen-accurate, highly detailed action figures.
  • 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_69d81c5f739081908bc05b2461f54828 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2cf28df081908d897d7b9ec7939d completed April 14, 2026, 12:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce865ab4819088221189344b3801 completed May 3, 2026, 10:39 p.m.
NEDg Description generation batch_69f9fd5b82f48190b0b89ddca25883cc completed May 5, 2026, 2:23 p.m.
NED2 Entity disambiguation (via description) batch_69f9fea0a9dc8190b5b65dfec9626949 completed May 5, 2026, 2:28 p.m.
Created at: April 9, 2026, 10:17 p.m.