Triple

T2087282
Position Surface form Disambiguated ID Type / Status
Subject Ed Miliband E45380 entity
Predicate spouse P13 FINISHED
Object Justine Thornton
Justine Thornton is a British barrister and environmental law specialist who is married to former Labour Party leader Ed Miliband.
 E232432 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: Justine Thornton | Statement: [Ed Miliband, spouse, Justine Thornton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Justine Thornton
Context triple: [Ed Miliband, spouse, Justine Thornton]
  • A. Cheryl Reeve
    Cheryl Reeve is a highly successful WNBA coach best known for leading the Minnesota Lynx to multiple league championships.
  • B. Hannah Howland
    Hannah Howland was a daughter of Mayflower passenger John Howland, belonging to one of the early colonial families of Plymouth Colony.
  • C. Rebecca Lobo
    Rebecca Lobo is a former American basketball star and Hall of Famer who led UConn to an undefeated national championship season and became one of the early standout players in the WNBA before transitioning into a prominent broadcasting career.
  • D. Pam Bryant
    Pam Bryant is an American woman best known as the mother of the late NBA superstar Kobe Bryant.
  • E. Teresa Weatherspoon
    Teresa Weatherspoon is a Hall of Fame American basketball player and coach best known as an original WNBA star and defensive standout at point guard.
  • 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: Justine Thornton
Triple: [Ed Miliband, spouse, Justine Thornton]
Generated description
Justine Thornton is a British barrister and environmental law specialist who is married to former Labour Party leader Ed Miliband.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Justine Thornton
Target entity description: Justine Thornton is a British barrister and environmental law specialist who is married to former Labour Party leader Ed Miliband.
  • A. Cheryl Reeve
    Cheryl Reeve is a highly successful WNBA coach best known for leading the Minnesota Lynx to multiple league championships.
  • B. Hannah Howland
    Hannah Howland was a daughter of Mayflower passenger John Howland, belonging to one of the early colonial families of Plymouth Colony.
  • C. Rebecca Lobo
    Rebecca Lobo is a former American basketball star and Hall of Famer who led UConn to an undefeated national championship season and became one of the early standout players in the WNBA before transitioning into a prominent broadcasting career.
  • D. Pam Bryant
    Pam Bryant is an American woman best known as the mother of the late NBA superstar Kobe Bryant.
  • E. Teresa Weatherspoon
    Teresa Weatherspoon is a Hall of Fame American basketball player and coach best known as an original WNBA star and defensive standout at point guard.
  • 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_69a8891869c88190a02643e3bb746f59 completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abba5641208190b925676b8d80f300 completed March 7, 2026, 5:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae2742834c8190ad9be71128959e0c completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae2bd9c41c819089f65019e2fb93ad completed March 9, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_69ae2c61c3e08190a0ab44db0af9eb55 completed March 9, 2026, 2:11 a.m.
Created at: March 4, 2026, 7:41 p.m.