Triple

T15400974
Position Surface form Disambiguated ID Type / Status
Subject Hearts Afire E368312 entity
Predicate characterPortrayedBy P1507 FINISHED
Object Georgie Anne Lahti Hartman – Markie Post
Georgie Anne Lahti Hartman is the sharp-tongued, politically savvy journalist and love interest in the early-1990s sitcom "Hearts Afire," portrayed by actress Markie Post.
E1155051 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: Georgie Anne Lahti Hartman – Markie Post | Statement: [Hearts Afire, characterPortrayedBy, Georgie Anne Lahti Hartman – Markie Post]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Georgie Anne Lahti Hartman – Markie Post
Context triple: [Hearts Afire, characterPortrayedBy, Georgie Anne Lahti Hartman – Markie Post]
  • A. Lynda Roscoe Hartigan
    Lynda Roscoe Hartigan is an American museum curator and arts administrator known for her leadership roles at major institutions and her scholarship in modern and contemporary art.
  • B. Lauretta Geigerman
    Lauretta Geigerman was the wife of American mob boss Frank Costello, a prominent figure in mid-20th-century organized crime.
  • C. Margo Gregg
    Margo Gregg is known as the wife of legendary Northern Irish football goalkeeper Harry Gregg.
  • D. Marcia Manon
    Marcia Manon was a silent film actress active in the 1910s and 1920s, known for her supporting roles in American dramas and melodramas.
  • E. Patti Hansen
    Patti Hansen is an American model and actress who rose to prominence in the 1970s fashion world and later married Rolling Stones guitarist Keith Richards.
  • 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: Georgie Anne Lahti Hartman – Markie Post
Triple: [Hearts Afire, characterPortrayedBy, Georgie Anne Lahti Hartman – Markie Post]
Generated description
Georgie Anne Lahti Hartman is the sharp-tongued, politically savvy journalist and love interest in the early-1990s sitcom "Hearts Afire," portrayed by actress Markie Post.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Georgie Anne Lahti Hartman – Markie Post
Target entity description: Georgie Anne Lahti Hartman is the sharp-tongued, politically savvy journalist and love interest in the early-1990s sitcom "Hearts Afire," portrayed by actress Markie Post.
  • A. Lynda Roscoe Hartigan
    Lynda Roscoe Hartigan is an American museum curator and arts administrator known for her leadership roles at major institutions and her scholarship in modern and contemporary art.
  • B. Lauretta Geigerman
    Lauretta Geigerman was the wife of American mob boss Frank Costello, a prominent figure in mid-20th-century organized crime.
  • C. Margo Gregg
    Margo Gregg is known as the wife of legendary Northern Irish football goalkeeper Harry Gregg.
  • D. Marcia Manon
    Marcia Manon was a silent film actress active in the 1910s and 1920s, known for her supporting roles in American dramas and melodramas.
  • E. Patti Hansen
    Patti Hansen is an American model and actress who rose to prominence in the 1970s fashion world and later married Rolling Stones guitarist Keith Richards.
  • 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_69d85a16c68c819099c1b547fbc87b32 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e8d89e08190b7cae778d89fb5e1 completed April 16, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff13567e3481908eb6293c6af35f3a completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff144af00481909191a2d33874c195 completed May 9, 2026, 11:02 a.m.
NED2 Entity disambiguation (via description) batch_69ff15ae7c9c81909fd0894e48e5b5b1 completed May 9, 2026, 11:08 a.m.
Created at: April 10, 2026, 3:19 a.m.