Triple

T2074488
Position Surface form Disambiguated ID Type / Status
Subject Langer E44890 entity
Predicate hasNotableBearer P458 FINISHED
Object Richard Langer
Richard Langer is a relatively obscure individual whose specific public notability is not clearly established from the available information.
E232823 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: Richard Langer | Statement: [Langer, hasNotableBearer, Richard Langer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Richard Langer
Context triple: [Langer, hasNotableBearer, Richard Langer]
  • A. 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."
  • B. Paul Hirsch
    Paul Hirsch is an American film editor renowned for his work on major Hollywood films, including the original Star Wars.
  • C. Jerry Schatzberg
    Jerry Schatzberg is an American photographer and film director known for his influential work in 1960s music photography and for directing acclaimed films such as "Panic in Needle Park" and "Scarecrow."
  • D. 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.
  • E. Kevin Kiner
    Kevin Kiner is an American composer best known for his prolific work on film and television scores, including major franchises like Star Wars and DC Comics adaptations.
  • 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: Richard Langer
Triple: [Langer, hasNotableBearer, Richard Langer]
Generated description
Richard Langer is a relatively obscure individual whose specific public notability is not clearly established from the available information.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Richard Langer
Target entity description: Richard Langer is a relatively obscure individual whose specific public notability is not clearly established from the available information.
  • A. 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."
  • B. Paul Hirsch
    Paul Hirsch is an American film editor renowned for his work on major Hollywood films, including the original Star Wars.
  • C. Jerry Schatzberg
    Jerry Schatzberg is an American photographer and film director known for his influential work in 1960s music photography and for directing acclaimed films such as "Panic in Needle Park" and "Scarecrow."
  • D. 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.
  • E. Kevin Kiner
    Kevin Kiner is an American composer best known for his prolific work on film and television scores, including major franchises like Star Wars and DC Comics adaptations.
  • 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_69a88916c2b48190a5ca2e9b12cad3ed completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba116ea0819086d16c3913159e9e completed March 7, 2026, 5:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2730d2548190b51dc61520981ca0 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae27e4a6f88190a6af44f2cc822f31 completed March 9, 2026, 1:52 a.m.
NED2 Entity disambiguation (via description) batch_69ae2876710c81909451744f48337998 completed March 9, 2026, 1:55 a.m.
Created at: March 4, 2026, 7:41 p.m.