Triple

T20663758
Position Surface form Disambiguated ID Type / Status
Subject Ed McBain E507826 entity
Predicate notableCharacter P1481 FINISHED
Object Bert Kling
Bert Kling is a recurring police detective in Ed McBain’s 87th Precinct crime novel series, known for his youthful idealism and professional growth within the squad.
E1447605 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: Bert Kling | Statement: [Ed McBain, notableCharacter, Bert Kling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bert Kling
Context triple: [Ed McBain, notableCharacter, Bert Kling]
  • A. Bert Bauer
    Bert Bauer is a central patriarchal character from the long-running American soap opera "Guiding Light."
  • B. Bert Enger
    Bert Enger was a prominent Duluth, Minnesota businessman and philanthropist whose legacy includes the naming of Enger Hill and the nearby Enger Tower.
  • C. Frank Bracht
    Frank Bracht was an American film editor known for his work on mid-20th-century Hollywood productions, including the biographical drama "Harlow" (1965).
  • D. 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.
  • E. Kurt Berlinghoff
    Kurt Berlinghoff was the husband of Gretl Braun, who was the sister of Eva Braun, Adolf Hitler’s longtime companion and briefly his wife.
  • 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: Bert Kling
Triple: [Ed McBain, notableCharacter, Bert Kling]
Generated description
Bert Kling is a recurring police detective in Ed McBain’s 87th Precinct crime novel series, known for his youthful idealism and professional growth within the squad.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bert Kling
Target entity description: Bert Kling is a recurring police detective in Ed McBain’s 87th Precinct crime novel series, known for his youthful idealism and professional growth within the squad.
  • A. Bert Bauer
    Bert Bauer is a central patriarchal character from the long-running American soap opera "Guiding Light."
  • B. Bert Enger
    Bert Enger was a prominent Duluth, Minnesota businessman and philanthropist whose legacy includes the naming of Enger Hill and the nearby Enger Tower.
  • C. Frank Bracht
    Frank Bracht was an American film editor known for his work on mid-20th-century Hollywood productions, including the biographical drama "Harlow" (1965).
  • D. 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.
  • E. Kurt Berlinghoff
    Kurt Berlinghoff was the husband of Gretl Braun, who was the sister of Eva Braun, Adolf Hitler’s longtime companion and briefly his wife.
  • 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_69e0b4c059bc81908ea762cd73ea4424 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6b2f541bc8190ac7946b91647f2b0 completed April 20, 2026, 11:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08e0430ea48190b0ce649e7675c965 completed May 16, 2026, 9:23 p.m.
NEDg Description generation batch_6a08e3c71e308190a3083985274e6af5 completed May 16, 2026, 9:38 p.m.
NED2 Entity disambiguation (via description) batch_6a08e43291f48190bd8966ac2b8df38f completed May 16, 2026, 9:40 p.m.
Created at: April 16, 2026, 11:44 a.m.