Triple

T7534032
Position Surface form Disambiguated ID Type / Status
Subject Michael Middleton E178101 entity
Predicate mother P120 FINISHED
Object Valerie Middleton
Valerie Middleton is the maternal grandmother of Catherine, Princess of Wales, and the mother of Michael Middleton from a British family with close ties to the royal household.
E767503 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: Valerie Middleton | Statement: [Michael Middleton, mother, Valerie Middleton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Valerie Middleton
Context triple: [Michael Middleton, mother, Valerie Middleton]
  • A. Valerie Scott
    Valerie Scott is best known as the former wife of American actor Ving Rhames.
  • B. Valerie Pitts
    Valerie Pitts is a British television presenter and former BBC announcer best known as the widow of renowned conductor Sir Georg Solti.
  • C. Valerie Simpson
    Valerie Simpson is an American singer, songwriter, and record producer best known as half of the Motown songwriting duo Ashford & Simpson, who created numerous soul and R&B classics.
  • D. Valerie Fleming
    Valerie Fleming is a relatively obscure individual whose publicly available information is insufficient to clearly identify a specific notable role or achievement.
  • E. Valerie Fleming
    Valerie Fleming is a Swiss long-distance runner who has competed internationally in events such as the marathon.
  • 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: Valerie Middleton
Triple: [Michael Middleton, mother, Valerie Middleton]
Generated description
Valerie Middleton is the maternal grandmother of Catherine, Princess of Wales, and the mother of Michael Middleton from a British family with close ties to the royal household.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Valerie Middleton
Target entity description: Valerie Middleton is the maternal grandmother of Catherine, Princess of Wales, and the mother of Michael Middleton from a British family with close ties to the royal household.
  • A. Valerie Scott
    Valerie Scott is best known as the former wife of American actor Ving Rhames.
  • B. Valerie Pitts
    Valerie Pitts is a British television presenter and former BBC announcer best known as the widow of renowned conductor Sir Georg Solti.
  • C. Valerie Simpson
    Valerie Simpson is an American singer, songwriter, and record producer best known as half of the Motown songwriting duo Ashford & Simpson, who created numerous soul and R&B classics.
  • D. Valerie Fleming
    Valerie Fleming is a relatively obscure individual whose publicly available information is insufficient to clearly identify a specific notable role or achievement.
  • E. Valerie Fleming
    Valerie Fleming is a Swiss long-distance runner who has competed internationally in events such as the marathon.
  • 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_69c69f2acdbc8190b5a8320168c1d0ba completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f84a9d28819084ebfc44fcb2c29c completed March 27, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69cfc1a54dd08190bdaaf6772758c22f completed April 3, 2026, 1:33 p.m.
NEDg Description generation batch_69cfc2c1f1108190bfc68e4e174572d6 completed April 3, 2026, 1:38 p.m.
NED2 Entity disambiguation (via description) batch_69cfc39ebd7881909389905b47e98e71 completed April 3, 2026, 1:41 p.m.
Created at: March 27, 2026, 3:47 p.m.