Triple

T14018223
Position Surface form Disambiguated ID Type / Status
Subject Emerson E337254 entity
Predicate hasNotableBearer P458 FINISHED
Object Kathy Emerson
Kathy Emerson is an American author best known for her historical mystery novels, particularly those set in Tudor England.
E1322123 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: Kathy Emerson | Statement: [Emerson, hasNotableBearer, Kathy Emerson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kathy Emerson
Context triple: [Emerson, hasNotableBearer, Kathy Emerson]
  • A. Kathy Hemmens
    Kathy Hemmens is known as the wife of renowned blues guitarist Matt "Guitar" Murphy.
  • B. Kathy King
    Kathy King is a notable individual who bears the surname King, recognized for achievements significant enough to be distinguished among others with that name.
  • C. Kathleen Wilhoite
    Kathleen Wilhoite is an American actress and singer-songwriter known for her character roles in film and television, including appearances in projects like "Lorenzo's Oil," "ER," and "Gilmore Girls."
  • D. Kathy Speer
    Kathy Speer is an American television writer and producer best known for her work on popular sitcoms such as The Golden Girls and its spin-off The Golden Palace.
  • E. Kathy Reynolds
    Kathy Reynolds is a central fictional character in the American Civil War television miniseries "The Blue and the Gray," around whom much of the story’s personal and emotional drama revolves.
  • 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: Kathy Emerson
Triple: [Emerson, hasNotableBearer, Kathy Emerson]
Generated description
Kathy Emerson is an American author best known for her historical mystery novels, particularly those set in Tudor England.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kathy Emerson
Target entity description: Kathy Emerson is an American author best known for her historical mystery novels, particularly those set in Tudor England.
  • A. Kathy Hemmens
    Kathy Hemmens is known as the wife of renowned blues guitarist Matt "Guitar" Murphy.
  • B. Kathy King
    Kathy King is a notable individual who bears the surname King, recognized for achievements significant enough to be distinguished among others with that name.
  • C. Kathleen Wilhoite
    Kathleen Wilhoite is an American actress and singer-songwriter known for her character roles in film and television, including appearances in projects like "Lorenzo's Oil," "ER," and "Gilmore Girls."
  • D. Kathy Speer
    Kathy Speer is an American television writer and producer best known for her work on popular sitcoms such as The Golden Girls and its spin-off The Golden Palace.
  • E. Kathy Reynolds
    Kathy Reynolds is a central fictional character in the American Civil War television miniseries "The Blue and the Gray," around whom much of the story’s personal and emotional drama revolves.
  • 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_69d81c6543a48190bd5ba93d7419e797 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2f3b5b088190a58715779d2c46a6 completed April 14, 2026, 12:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03e224826081909acf33358b0f9fa9 completed May 13, 2026, 2:29 a.m.
NEDg Description generation batch_6a03e31092608190b3090a20c26def81 completed May 13, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_6a03e36ae2988190b23f841792e23652 completed May 13, 2026, 2:35 a.m.
Created at: April 9, 2026, 10:19 p.m.