Triple

T15008684
Position Surface form Disambiguated ID Type / Status
Subject The Lovebirds E377778 entity
Predicate writer P1360 FINISHED
Object Martin Gero
Martin Gero is a Canadian screenwriter and producer best known for creating the TV series "Blindspot" and for his work on shows like "Stargate Atlantis" and "Bored to Death."
E1164498 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: Martin Gero | Statement: [The Lovebirds, writer, Martin Gero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martin Gero
Context triple: [The Lovebirds, writer, Martin Gero]
  • A. Martin Jurow
    Martin Jurow was an American film producer best known for his work on classic mid-20th-century Hollywood movies, including the iconic Audrey Hepburn film "Breakfast at Tiffany's."
  • B. George Osthoff
    George Osthoff is a notable individual who shares the Osthoff surname, though specific widely known biographical details about him are not clearly established in common reference sources.
  • C. Guy Gsell
    Guy Gsell is an American arts administrator and producer best known for his leadership of the educational puppet-theater company The Center for Puppetry Arts and related performing arts initiatives.
  • D. Leo Klier
    Leo Klier was an American professional basketball player and two-time All-American at Notre Dame who played in the early years of the Basketball Association of America (BAA).
  • E. Albert Schickedanz
    Albert Schickedanz was a Hungarian architect and designer best known for his monumental historicist works in Budapest, including key buildings and ensembles on Andrássy Avenue.
  • 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: Martin Gero
Triple: [The Lovebirds, writer, Martin Gero]
Generated description
Martin Gero is a Canadian screenwriter and producer best known for creating the TV series "Blindspot" and for his work on shows like "Stargate Atlantis" and "Bored to Death."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martin Gero
Target entity description: Martin Gero is a Canadian screenwriter and producer best known for creating the TV series "Blindspot" and for his work on shows like "Stargate Atlantis" and "Bored to Death."
  • A. Martin Jurow
    Martin Jurow was an American film producer best known for his work on classic mid-20th-century Hollywood movies, including the iconic Audrey Hepburn film "Breakfast at Tiffany's."
  • B. George Osthoff
    George Osthoff is a notable individual who shares the Osthoff surname, though specific widely known biographical details about him are not clearly established in common reference sources.
  • C. Guy Gsell
    Guy Gsell is an American arts administrator and producer best known for his leadership of the educational puppet-theater company The Center for Puppetry Arts and related performing arts initiatives.
  • D. Leo Klier
    Leo Klier was an American professional basketball player and two-time All-American at Notre Dame who played in the early years of the Basketball Association of America (BAA).
  • E. Albert Schickedanz
    Albert Schickedanz was a Hungarian architect and designer best known for his monumental historicist works in Budapest, including key buildings and ensembles on Andrássy Avenue.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded73348d4819091d9e7f1b0fed822 completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c2d21348190a8045cf1847396e0 completed May 9, 2026, 3:01 p.m.
NEDg Description generation batch_69ff4cf62a6081909ba4904d599d1f3c completed May 9, 2026, 3:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff4d61c16c8190831f894fc224efbc completed May 9, 2026, 3:06 p.m.
Created at: April 10, 2026, 2:55 a.m.