Triple

T12544691
Position Surface form Disambiguated ID Type / Status
Subject Harold Ford Jr. E299930 entity
Predicate spouse P13 FINISHED
Object Emily Threlkeld
Emily Threlkeld is an American public relations and fashion industry professional best known as the wife of former U.S. Congressman Harold Ford Jr.
E1191397 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: Emily Threlkeld | Statement: [Harold Ford Jr., spouse, Emily Threlkeld]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emily Threlkeld
Context triple: [Harold Ford Jr., spouse, Emily Threlkeld]
  • A. Martha Thompson
    Martha Thompson was the wife of Confederate Lieutenant General John C. Pemberton, noted for his role in the American Civil War.
  • B. Elizabeth Meigs
    Elizabeth Meigs was the wife of Thomas Chittenden, the first governor of Vermont and a key figure in the state's early political history.
  • C. Elizabeth Griscom
    Elizabeth Griscom, better known as Betsy Ross, was an American upholsterer and seamstress traditionally credited with sewing the first flag of the United States.
  • D. Mary Easty
    Mary Easty was a respected Salem, Massachusetts woman who was falsely accused of witchcraft and executed during the 1692 Salem witch trials, later remembered for her dignified plea for justice.
  • E. Mary Cecilia Rogers
    Mary Cecilia Rogers was a 19th-century New York cigar-store clerk whose unsolved 1841 murder became a national sensation and inspired Edgar Allan Poe’s detective story "The Mystery of Marie Rogêt."
  • 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: Emily Threlkeld
Triple: [Harold Ford Jr., spouse, Emily Threlkeld]
Generated description
Emily Threlkeld is an American public relations and fashion industry professional best known as the wife of former U.S. Congressman Harold Ford Jr.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emily Threlkeld
Target entity description: Emily Threlkeld is an American public relations and fashion industry professional best known as the wife of former U.S. Congressman Harold Ford Jr.
  • A. Martha Thompson
    Martha Thompson was the wife of Confederate Lieutenant General John C. Pemberton, noted for his role in the American Civil War.
  • B. Elizabeth Meigs
    Elizabeth Meigs was the wife of Thomas Chittenden, the first governor of Vermont and a key figure in the state's early political history.
  • C. Elizabeth Griscom
    Elizabeth Griscom, better known as Betsy Ross, was an American upholsterer and seamstress traditionally credited with sewing the first flag of the United States.
  • D. Mary Easty
    Mary Easty was a respected Salem, Massachusetts woman who was falsely accused of witchcraft and executed during the 1692 Salem witch trials, later remembered for her dignified plea for justice.
  • E. Mary Cecilia Rogers
    Mary Cecilia Rogers was a 19th-century New York cigar-store clerk whose unsolved 1841 murder became a national sensation and inspired Edgar Allan Poe’s detective story "The Mystery of Marie Rogêt."
  • 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_69d6ada707008190aaec1238117c9379 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9547f9a1c81908f54c58a116a8446 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbb445a48190ba3dafb1f076ac83 completed May 10, 2026, 1:13 a.m.
NEDg Description generation batch_69ffdd3c77908190b55c926445724348 completed May 10, 2026, 1:19 a.m.
NED2 Entity disambiguation (via description) batch_69ffddfdd3a48190a16dab4d458dc475 completed May 10, 2026, 1:23 a.m.
Created at: April 8, 2026, 9:57 p.m.