Triple

T5077347
Position Surface form Disambiguated ID Type / Status
Subject Howard Thurman E114429 entity
Predicate spouse P13 FINISHED
Object Katie Kelley Thurman
Katie Kelley Thurman was the wife and close partner of influential theologian and civil rights leader Howard Thurman, supporting his ministry and intellectual work.
E493959 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: Katie Kelley Thurman | Statement: [Howard Thurman, spouse, Katie Kelley Thurman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Katie Kelley Thurman
Context triple: [Howard Thurman, spouse, Katie Kelley Thurman]
  • A. Katie McNeil
    Katie McNeil is an American talent manager best known for her work in the music industry and for being married to singer-songwriter Neil Diamond.
  • B. Katie Rommely
    Katie Rommely is the immigrant mother of the protagonist in Betty Smith’s novel "A Tree Grows in Brooklyn," later known by her married name Katie Nolan.
  • C. Katie Lucas
    Katie Lucas is an American screenwriter and actress best known for her work on the animated series "Star Wars: The Clone Wars" and as the daughter of filmmaker George Lucas.
  • D. Katie Jacobs
    Katie Jacobs is an American television producer and director best known for her work on the medical drama series "House."
  • E. Courtney Kennedy Hill
    Courtney Kennedy Hill is an American member of the Kennedy family, known as the daughter of Robert F. Kennedy and Ethel Kennedy.
  • 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: Katie Kelley Thurman
Triple: [Howard Thurman, spouse, Katie Kelley Thurman]
Generated description
Katie Kelley Thurman was the wife and close partner of influential theologian and civil rights leader Howard Thurman, supporting his ministry and intellectual work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Katie Kelley Thurman
Target entity description: Katie Kelley Thurman was the wife and close partner of influential theologian and civil rights leader Howard Thurman, supporting his ministry and intellectual work.
  • A. Katie McNeil
    Katie McNeil is an American talent manager best known for her work in the music industry and for being married to singer-songwriter Neil Diamond.
  • B. Katie Rommely
    Katie Rommely is the immigrant mother of the protagonist in Betty Smith’s novel "A Tree Grows in Brooklyn," later known by her married name Katie Nolan.
  • C. Katie Lucas
    Katie Lucas is an American screenwriter and actress best known for her work on the animated series "Star Wars: The Clone Wars" and as the daughter of filmmaker George Lucas.
  • D. Katie Jacobs
    Katie Jacobs is an American television producer and director best known for her work on the medical drama series "House."
  • E. Courtney Kennedy Hill
    Courtney Kennedy Hill is an American member of the Kennedy family, known as the daughter of Robert F. Kennedy and Ethel Kennedy.
  • 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_69bd443dbf908190a9401e9c2dc7bd7d completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd74f632788190ac4fd047e1a20485 completed March 20, 2026, 4:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba6be1248190bad40b869c8d0820 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebb7ec9848190a9a9319b09dd9de3 completed March 21, 2026, 3:38 p.m.
NED2 Entity disambiguation (via description) batch_69bebc1642fc8190ae1acb68f01093c2 completed March 21, 2026, 3:41 p.m.
Created at: March 20, 2026, 1:39 p.m.