Triple

T6524798
Position Surface form Disambiguated ID Type / Status
Subject Dean Koontz E151275 entity
Predicate spouse P13 FINISHED
Object Gerda Ann Cerra
Gerda Ann Cerra is the longtime wife of bestselling American suspense novelist Dean Koontz, known for her private life away from the public spotlight.
E612989 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: Gerda Ann Cerra | Statement: [Dean Koontz, spouse, Gerda Ann Cerra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gerda Ann Cerra
Context triple: [Dean Koontz, spouse, Gerda Ann Cerra]
  • A. Barbara Carle
    Barbara Carle is one of the founders associated with the creation of the Eric Carle Museum of Picture Book Art, an institution dedicated to celebrating and preserving picture book illustration.
  • B. Frances Berda
    Frances Berda was a composer best known for writing Nigeria’s former national anthem, “Nigeria, We Hail Thee.”
  • C. Lauretta Geigerman
    Lauretta Geigerman was the wife of American mob boss Frank Costello, a prominent figure in mid-20th-century organized crime.
  • D. Loretta Castorini
    Loretta Castorini is the practical, widowed Italian-American bookkeeper at the heart of the romantic comedy film "Moonstruck," whose unexpected love affair upends her carefully ordered life.
  • E. Yvonne Hartman
    Yvonne Hartman is a high-ranking and ambitious director of the Torchwood Institute in the Doctor Who universe, known for her role in the events leading to a catastrophic interdimensional breach.
  • 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: Gerda Ann Cerra
Triple: [Dean Koontz, spouse, Gerda Ann Cerra]
Generated description
Gerda Ann Cerra is the longtime wife of bestselling American suspense novelist Dean Koontz, known for her private life away from the public spotlight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gerda Ann Cerra
Target entity description: Gerda Ann Cerra is the longtime wife of bestselling American suspense novelist Dean Koontz, known for her private life away from the public spotlight.
  • A. Barbara Carle
    Barbara Carle is one of the founders associated with the creation of the Eric Carle Museum of Picture Book Art, an institution dedicated to celebrating and preserving picture book illustration.
  • B. Frances Berda
    Frances Berda was a composer best known for writing Nigeria’s former national anthem, “Nigeria, We Hail Thee.”
  • C. Lauretta Geigerman
    Lauretta Geigerman was the wife of American mob boss Frank Costello, a prominent figure in mid-20th-century organized crime.
  • D. Loretta Castorini
    Loretta Castorini is the practical, widowed Italian-American bookkeeper at the heart of the romantic comedy film "Moonstruck," whose unexpected love affair upends her carefully ordered life.
  • E. Yvonne Hartman
    Yvonne Hartman is a high-ranking and ambitious director of the Torchwood Institute in the Doctor Who universe, known for her role in the events leading to a catastrophic interdimensional breach.
  • 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_69c687f522748190b3058405553cdabd completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6ad9831f88190a2b64cf6bc8c9a11 completed March 27, 2026, 4:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70064bfa48190bbb5b4f92dde8dde completed March 27, 2026, 10:10 p.m.
NEDg Description generation batch_69c702c7fbf88190b8ef07227cb51f77 completed March 27, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69c70357502c8190b9e7990c44a44bcc completed March 27, 2026, 10:23 p.m.
Created at: March 27, 2026, 1:45 p.m.