Triple

T14378473
Position Surface form Disambiguated ID Type / Status
Subject Alma Media E356535 entity
Predicate hasSubsidiary P254 FINISHED
Object Alma Talent
Alma Talent is a Finnish business media and information services company specializing in professional publications, digital services, and events for sectors such as finance, law, and technology.
E1095997 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: Alma Talent | Statement: [Alma Media, hasSubsidiary, Alma Talent]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Alma Talent
Context triple: [Alma Media, hasSubsidiary, Alma Talent]
  • A. Alison Berns
    Alison Berns is an American former actress and media personality best known as the longtime wife of radio host Howard Stern, with whom she frequently appeared on his early shows.
  • B. Alma Garret
    Alma Garret is a wealthy, opium-addicted widow and prominent businesswoman in the frontier town of Deadwood in the television series "Deadwood."
  • C. Alicia Kirk
    Alicia Kirk is a screenwriter best known for her work on the animated Disney film "Bambi II."
  • D. Talisha Searcy
    Talisha Searcy is an American local politician who serves as the mayor of Takoma Park, Maryland.
  • E. Jodie Landon
    Jodie Landon is a smart, ambitious, and socially conscious high school student from the animated TV series "Daria," often portrayed as one of the few level-headed and academically driven characters in the show.
  • 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: Alma Talent
Triple: [Alma Media, hasSubsidiary, Alma Talent]
Generated description
Alma Talent is a Finnish business media and information services company specializing in professional publications, digital services, and events for sectors such as finance, law, and technology.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Alma Talent
Target entity description: Alma Talent is a Finnish business media and information services company specializing in professional publications, digital services, and events for sectors such as finance, law, and technology.
  • A. Alison Berns
    Alison Berns is an American former actress and media personality best known as the longtime wife of radio host Howard Stern, with whom she frequently appeared on his early shows.
  • B. Alma Garret
    Alma Garret is a wealthy, opium-addicted widow and prominent businesswoman in the frontier town of Deadwood in the television series "Deadwood."
  • C. Alicia Kirk
    Alicia Kirk is a screenwriter best known for her work on the animated Disney film "Bambi II."
  • D. Talisha Searcy
    Talisha Searcy is an American local politician who serves as the mayor of Takoma Park, Maryland.
  • E. Jodie Landon
    Jodie Landon is a smart, ambitious, and socially conscious high school student from the animated TV series "Daria," often portrayed as one of the few level-headed and academically driven characters in the show.
  • 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_69d8279163a081908aec45c0e3f1e02f completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de900a67e08190ab1dcf36e6bb3405 completed April 14, 2026, 7:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c5728fc819089ef3c7c34b10101 completed May 8, 2026, 2:37 a.m.
NEDg Description generation batch_69fd4e4bae188190a8d1c5b833d58cd8 completed May 8, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69fd4f5782b4819081d32dbef032ac61 completed May 8, 2026, 2:49 a.m.
Created at: April 10, 2026, 1:16 a.m.