Triple

T8236636
Position Surface form Disambiguated ID Type / Status
Subject Andrea Leadsom E192423 entity
Predicate spouse P13 FINISHED
Object Ben Leadsom
Ben Leadsom is the husband of British Conservative politician Andrea Leadsom and a businessman who has generally kept a low public profile compared to his wife’s political career.
 E720801 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: Ben Leadsom | Statement: [Andrea Leadsom, spouse, Ben Leadsom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ben Leadsom
Context triple: [Andrea Leadsom, spouse, Ben Leadsom]
  • A. Joe Hutshing
    Joe Hutshing is an American film editor known for his work on major Hollywood films, including collaborations with directors like Oliver Stone and Cameron Crowe.
  • B. Lamar Alexander
    Lamar Alexander is an American politician and educator who served as governor of Tennessee, U.S. Secretary of Education, and a long-time U.S. senator.
  • C. Harold Ford Jr.
    Harold Ford Jr. is an American politician and former U.S. Representative from Tennessee known for his centrist, pro-business views within the Democratic Party.
  • D. Roy Blunt
    Roy Blunt is an American Republican politician who served in the U.S. House of Representatives and later as a U.S. Senator from Missouri, holding several key leadership roles in Congress.
  • E. Joseph W. Byrns
    Joseph W. Byrns was an American Democratic politician from Tennessee who served as Speaker of the U.S. House of Representatives in the mid-1930s.
  • 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: Ben Leadsom
Triple: [Andrea Leadsom, spouse, Ben Leadsom]
Generated description
Ben Leadsom is the husband of British Conservative politician Andrea Leadsom and a businessman who has generally kept a low public profile compared to his wife’s political career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ben Leadsom
Target entity description: Ben Leadsom is the husband of British Conservative politician Andrea Leadsom and a businessman who has generally kept a low public profile compared to his wife’s political career.
  • A. Joe Hutshing
    Joe Hutshing is an American film editor known for his work on major Hollywood films, including collaborations with directors like Oliver Stone and Cameron Crowe.
  • B. Lamar Alexander
    Lamar Alexander is an American politician and educator who served as governor of Tennessee, U.S. Secretary of Education, and a long-time U.S. senator.
  • C. Harold Ford Jr.
    Harold Ford Jr. is an American politician and former U.S. Representative from Tennessee known for his centrist, pro-business views within the Democratic Party.
  • D. Roy Blunt
    Roy Blunt is an American Republican politician who served in the U.S. House of Representatives and later as a U.S. Senator from Missouri, holding several key leadership roles in Congress.
  • E. Joseph W. Byrns
    Joseph W. Byrns was an American Democratic politician from Tennessee who served as Speaker of the U.S. House of Representatives in the mid-1930s.
  • 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_69ca82dc8f148190a2c75a98501a7b91 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb782a5e18819096235679f5a644a8 completed March 31, 2026, 7:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd34fb069c8190965d69fae908482e completed April 1, 2026, 3:08 p.m.
NEDg Description generation batch_69cd37a47f3c81909491e9b0316c32f0 completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4ecc8d68819099932b1ecefc0d36 completed April 1, 2026, 4:58 p.m.
Created at: March 30, 2026, 5:47 p.m.