Triple

T5382887
Position Surface form Disambiguated ID Type / Status
Subject Irwin E113130 entity
Predicate hasNotableBearer P458 FINISHED
Object Irwin Kershner
Irwin Kershner was an American film director best known for directing "Star Wars: Episode V – The Empire Strikes Back."
E522383 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: Irwin Kershner | Statement: [Irwin, hasNotableBearer, Irwin Kershner]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Irwin Kershner
Context triple: [Irwin, hasNotableBearer, Irwin Kershner]
  • A. Jacob Kershner
    Jacob Kershner was the first husband of anarchist activist and writer Emma Goldman, known primarily through his brief and troubled marriage to her in the late 19th century.
  • B. Tom Benedek
    Tom Benedek is an American screenwriter best known for co-writing the science fiction film "Cocoon."
  • C. Jon Avnet
    Jon Avnet is an American film and television producer and director known for works such as "Fried Green Tomatoes," "Up Close & Personal," and "Boiler Room."
  • D. Richard Langer
    Richard Langer is a relatively obscure individual whose specific public notability is not clearly established from the available information.
  • E. Bert I. Gordon
    Bert I. Gordon was an American filmmaker best known for his low-budget 1950s–60s science fiction and horror movies featuring giant creatures, earning him the nickname "Mr. B.I.G."
  • 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: Irwin Kershner
Triple: [Irwin, hasNotableBearer, Irwin Kershner]
Generated description
Irwin Kershner was an American film director best known for directing "Star Wars: Episode V – The Empire Strikes Back."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Irwin Kershner
Target entity description: Irwin Kershner was an American film director best known for directing "Star Wars: Episode V – The Empire Strikes Back."
  • A. Jacob Kershner
    Jacob Kershner was the first husband of anarchist activist and writer Emma Goldman, known primarily through his brief and troubled marriage to her in the late 19th century.
  • B. Tom Benedek
    Tom Benedek is an American screenwriter best known for co-writing the science fiction film "Cocoon."
  • C. Jon Avnet
    Jon Avnet is an American film and television producer and director known for works such as "Fried Green Tomatoes," "Up Close & Personal," and "Boiler Room."
  • D. Richard Langer
    Richard Langer is a relatively obscure individual whose specific public notability is not clearly established from the available information.
  • E. Bert I. Gordon
    Bert I. Gordon was an American filmmaker best known for his low-budget 1950s–60s science fiction and horror movies featuring giant creatures, earning him the nickname "Mr. B.I.G."
  • 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_69bd4436a1988190af18dcff7fd306b4 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd86d163f88190939638d44fcb24a7 completed March 20, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf4877be7481909942b25ba1d0a7fd completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf497a88b48190b87bf175fe224211 completed March 22, 2026, 1:44 a.m.
NED2 Entity disambiguation (via description) batch_69bf4a1f6e1c8190a9ae94e45fb16cf9 completed March 22, 2026, 1:47 a.m.
Created at: March 20, 2026, 2:03 p.m.