Triple

T5119425
Position Surface form Disambiguated ID Type / Status
Subject Tony Hale E115423 entity
Predicate spouse P13 FINISHED
Object Martel Thompson Hale
Martel Thompson Hale is the wife of American actor and comedian Tony Hale, known for his roles in "Arrested Development" and "Veep."
 E495076 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: Martel Thompson Hale | Statement: [Tony Hale, spouse, Martel Thompson Hale]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Martel Thompson Hale
Context triple: [Tony Hale, spouse, Martel Thompson Hale]
  • A. Lorrin A. Thurston
    Lorrin A. Thurston was an American-Hawaiian lawyer, politician, and newspaper publisher who played a leading role in ending the Hawaiian monarchy and promoting U.S. annexation of Hawaii.
  • B. Elbert D. Thomas
    Elbert D. Thomas was an American educator and Democratic U.S. Senator from Utah who served from 1933 to 1951 and was known for his work on foreign policy and education.
  • C. Harwood K. Smith
    Harwood K. Smith was an American architect and businessman best known as the founder of the architecture and engineering firm HKS, Inc.
  • D. Turlington W. Harvey
    Turlington W. Harvey was an early landowner and developer whose name was given to the city of Harvey, Illinois.
  • E. Ludlow Ogden Smith
    Ludlow Ogden Smith was an American businessman best known as the first husband of actress Katharine Hepburn.
  • 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: Martel Thompson Hale
Triple: [Tony Hale, spouse, Martel Thompson Hale]
Generated description
Martel Thompson Hale is the wife of American actor and comedian Tony Hale, known for his roles in "Arrested Development" and "Veep."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Martel Thompson Hale
Target entity description: Martel Thompson Hale is the wife of American actor and comedian Tony Hale, known for his roles in "Arrested Development" and "Veep."
  • A. Lorrin A. Thurston
    Lorrin A. Thurston was an American-Hawaiian lawyer, politician, and newspaper publisher who played a leading role in ending the Hawaiian monarchy and promoting U.S. annexation of Hawaii.
  • B. Elbert D. Thomas
    Elbert D. Thomas was an American educator and Democratic U.S. Senator from Utah who served from 1933 to 1951 and was known for his work on foreign policy and education.
  • C. Harwood K. Smith
    Harwood K. Smith was an American architect and businessman best known as the founder of the architecture and engineering firm HKS, Inc.
  • D. Turlington W. Harvey
    Turlington W. Harvey was an early landowner and developer whose name was given to the city of Harvey, Illinois.
  • E. Ludlow Ogden Smith
    Ludlow Ogden Smith was an American businessman best known as the first husband of actress Katharine Hepburn.
  • 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_69bd4442ade0819087b9461f892b206b completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd77cf6590819081488b739efae32c completed March 20, 2026, 4:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec4ac11e081908979b32f458a011e completed March 21, 2026, 4:17 p.m.
NEDg Description generation batch_69bec51233cc8190ae5cc550c64dbd15 completed March 21, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69bec5923ab48190b91744f6a04c6dcf completed March 21, 2026, 4:21 p.m.
Created at: March 20, 2026, 1:42 p.m.