Triple

T9299160
Position Surface form Disambiguated ID Type / Status
Subject Slaves of Babylon E223716 entity
Predicate screenwriter P2831 FINISHED
Object Arthur Hoerl
Arthur Hoerl was an American screenwriter active during the early to mid-20th century, known for his work on numerous low-budget and genre films.
E798807 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: Arthur Hoerl | Statement: [Slaves of Babylon, screenwriter, Arthur Hoerl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arthur Hoerl
Context triple: [Slaves of Babylon, screenwriter, Arthur Hoerl]
  • A. Frank Klingebiel
    Frank Klingebiel is a German local politician who serves as the long-time mayor of the city of Salzgitter in Lower Saxony.
  • B. Karl Klingler
    Karl Klingler was a German violinist, violist, and chamber musician best known as the founder and leader of the renowned Klingler Quartet.
  • C. Walter Scheib
    Walter Scheib was an American chef best known for serving as the White House Executive Chef for the Clinton and George W. Bush administrations.
  • D. Carlos Holzwarth
    Carlos Holzwarth was an art instructor and mentor known for teaching and influencing painter Armin Hansen.
  • E. Bert Spitz
    Bert Spitz is a seasoned, somewhat world-weary divorce lawyer who represents Nicole in the film "Marriage Story," offering pragmatic legal advice with a mix of cynicism and compassion.
  • 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: Arthur Hoerl
Triple: [Slaves of Babylon, screenwriter, Arthur Hoerl]
Generated description
Arthur Hoerl was an American screenwriter active during the early to mid-20th century, known for his work on numerous low-budget and genre films.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arthur Hoerl
Target entity description: Arthur Hoerl was an American screenwriter active during the early to mid-20th century, known for his work on numerous low-budget and genre films.
  • A. Frank Klingebiel
    Frank Klingebiel is a German local politician who serves as the long-time mayor of the city of Salzgitter in Lower Saxony.
  • B. Karl Klingler
    Karl Klingler was a German violinist, violist, and chamber musician best known as the founder and leader of the renowned Klingler Quartet.
  • C. Walter Scheib
    Walter Scheib was an American chef best known for serving as the White House Executive Chef for the Clinton and George W. Bush administrations.
  • D. Carlos Holzwarth
    Carlos Holzwarth was an art instructor and mentor known for teaching and influencing painter Armin Hansen.
  • E. Bert Spitz
    Bert Spitz is a seasoned, somewhat world-weary divorce lawyer who represents Nicole in the film "Marriage Story," offering pragmatic legal advice with a mix of cynicism and compassion.
  • 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_69ca8423edb08190bc0c91287a484768 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd08cf50cc8190a025f478dff4f9fd completed April 1, 2026, noon
NED1 Entity disambiguation (via context triple) batch_69d1101359048190b37547d1fedb3bb1 completed April 4, 2026, 1:20 p.m.
NEDg Description generation batch_69d110ca72088190b9a65529801784a5 completed April 4, 2026, 1:23 p.m.
NED2 Entity disambiguation (via description) batch_69d1112224488190aeae685a1681539f completed April 4, 2026, 1:24 p.m.
Created at: March 30, 2026, 7:36 p.m.