Triple

T9390712
Position Surface form Disambiguated ID Type / Status
Subject Invincible E226018 entity
Predicate producer P490 FINISHED
Object Dr. Freeze
Dr. Freeze is a music producer best known for his work on R&B and pop hits, including collaborations with artists like Michael Jackson and Bell Biv DeVoe.
 E796161 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: Dr. Freeze | Statement: [Invincible, producer, Dr. Freeze]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dr. Freeze
Context triple: [Invincible, producer, Dr. Freeze]
  • A. Mr. Freeze
    Mr. Freeze is a high-speed launched roller coaster themed after the Batman villain, known for its intense backward and forward runs through a twisted steel track.
  • B. Clayface
    Clayface is a shape-shifting Batman villain in DC Comics, known for his malleable, clay-like body and frequent role as a tragic, monstrous adversary in Gotham City.
  • C. Atrocitus
    Atrocitus is a powerful and vengeful Red Lantern leader in DC Comics, known for wielding rage-fueled ring energy against the Green Lantern Corps.
  • D. Jeff "Joker" Moreau
    Jeff "Joker" Moreau is the wisecracking, skilled pilot of the Normandy in the Mass Effect video game series.
  • E. Joker Marchant
    Joker Marchant was a longtime Lakeland, Florida civic leader and parks director after whom the city’s baseball stadium, now known as Publix Field at Joker Marchant Stadium, was named.
  • 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: Dr. Freeze
Triple: [Invincible, producer, Dr. Freeze]
Generated description
Dr. Freeze is a music producer best known for his work on R&B and pop hits, including collaborations with artists like Michael Jackson and Bell Biv DeVoe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dr. Freeze
Target entity description: Dr. Freeze is a music producer best known for his work on R&B and pop hits, including collaborations with artists like Michael Jackson and Bell Biv DeVoe.
  • A. Mr. Freeze
    Mr. Freeze is a high-speed launched roller coaster themed after the Batman villain, known for its intense backward and forward runs through a twisted steel track.
  • B. Clayface
    Clayface is a shape-shifting Batman villain in DC Comics, known for his malleable, clay-like body and frequent role as a tragic, monstrous adversary in Gotham City.
  • C. Atrocitus
    Atrocitus is a powerful and vengeful Red Lantern leader in DC Comics, known for wielding rage-fueled ring energy against the Green Lantern Corps.
  • D. Jeff "Joker" Moreau
    Jeff "Joker" Moreau is the wisecracking, skilled pilot of the Normandy in the Mass Effect video game series.
  • E. Joker Marchant
    Joker Marchant was a longtime Lakeland, Florida civic leader and parks director after whom the city’s baseball stadium, now known as Publix Field at Joker Marchant Stadium, was named.
  • 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_69ca842f7e3481908bf5bcf52e032dbd completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd510d7a9c8190a74ccdb5478dedc9 completed April 1, 2026, 5:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1010169d88190a7267615a9196d4b completed April 4, 2026, 12:16 p.m.
NEDg Description generation batch_69d1024817f88190973d30bcbf0db228 completed April 4, 2026, 12:21 p.m.
NED2 Entity disambiguation (via description) batch_69d102b154f88190b13868ce5df59510 completed April 4, 2026, 12:23 p.m.
Created at: March 30, 2026, 7:45 p.m.