Triple

T14615085
Position Surface form Disambiguated ID Type / Status
Subject Ghostbusters: Afterlife E343062 entity
Predicate mainCharacter P1183 FINISHED
Object Gary Grooberson
Gary Grooberson is a seismologist and summer school teacher who becomes entangled with ghostly events and the legacy of the original Ghostbusters in the film "Ghostbusters: Afterlife."
E1123384 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: Gary Grooberson | Statement: [Ghostbusters: Afterlife, mainCharacter, Gary Grooberson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gary Grooberson
Context triple: [Ghostbusters: Afterlife, mainCharacter, Gary Grooberson]
  • A. Eric Lofgren
    Eric Lofgren is an epidemiologist known for using World of Warcraft’s Corrupted Blood incident as a model to study the spread of infectious diseases and human behavior during epidemics.
  • B. Ken Koblun
    Ken Koblun is a Canadian bassist best known for his early involvement with the influential 1960s rock band Buffalo Springfield.
  • C. Michael Krieger
    Michael Krieger is a fictional character appearing in the story of "Watch Over Me."
  • D. Steve Chasman
    Steve Chasman is a film producer best known for his work on high-octane action movies, frequently collaborating with actor Jason Statham.
  • E. Steve Gorman
    Steve Gorman is an American drummer best known as a founding and longtime member of the rock band The Black Crowes.
  • 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: Gary Grooberson
Triple: [Ghostbusters: Afterlife, mainCharacter, Gary Grooberson]
Generated description
Gary Grooberson is a seismologist and summer school teacher who becomes entangled with ghostly events and the legacy of the original Ghostbusters in the film "Ghostbusters: Afterlife."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gary Grooberson
Target entity description: Gary Grooberson is a seismologist and summer school teacher who becomes entangled with ghostly events and the legacy of the original Ghostbusters in the film "Ghostbusters: Afterlife."
  • A. Eric Lofgren
    Eric Lofgren is an epidemiologist known for using World of Warcraft’s Corrupted Blood incident as a model to study the spread of infectious diseases and human behavior during epidemics.
  • B. Ken Koblun
    Ken Koblun is a Canadian bassist best known for his early involvement with the influential 1960s rock band Buffalo Springfield.
  • C. Michael Krieger
    Michael Krieger is a fictional character appearing in the story of "Watch Over Me."
  • D. Steve Chasman
    Steve Chasman is a film producer best known for his work on high-octane action movies, frequently collaborating with actor Jason Statham.
  • E. Steve Gorman
    Steve Gorman is an American drummer best known as a founding and longtime member of the rock band The Black Crowes.
  • 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_69d822dec68081908c2553145c4051dc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb45264988190a1df13e8b54a85bd completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe64ea085c8190b308504fa11c731d completed May 8, 2026, 10:34 p.m.
NEDg Description generation batch_69fe66752df88190b27d2bf088be3374 completed May 8, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69fe66eae2c48190994f239edbeb9efc completed May 8, 2026, 10:42 p.m.
Created at: April 10, 2026, 1:25 a.m.