Triple

T6339311
Position Surface form Disambiguated ID Type / Status
Subject Amanda Thatcher E142582 entity
Predicate familyName P18 FINISHED
Object Thatcher
Thatcher is a surname most prominently associated with former British Prime Minister Margaret Thatcher and her family.
E587350 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: Thatcher | Statement: [Amanda Thatcher, familyName, Thatcher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Thatcher
Context triple: [Amanda Thatcher, familyName, Thatcher]
  • A. Thatcher
    "Thatcher" is a poem by Seamus Heaney that reflects on traditional rural craftsmanship and labor through the figure of a thatch-maker.
  • B. William Thatcher
    William Thatcher is the ambitious peasant-turned-knight protagonist of the medieval adventure film "A Knight's Tale," known for defying class boundaries through his skill at jousting and determination.
  • C. Judge Thatcher
    Judge Thatcher is a respected local magistrate in Mark Twain's novel "The Adventures of Tom Sawyer," known for overseeing legal matters and safeguarding Tom's interests.
  • D. Mark Thatcher
    Mark Thatcher is a British businessman and the son of former UK Prime Minister Margaret Thatcher, known for his controversial business dealings and involvement in political scandals.
  • E. Margaret Thatcher
    Margaret Thatcher was the United Kingdom’s first female prime minister, known for her conservative economic policies, strong anti-communist stance, and transformative but divisive leadership during the 1980s.
  • 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: Thatcher
Triple: [Amanda Thatcher, familyName, Thatcher]
Generated description
Thatcher is a surname most prominently associated with former British Prime Minister Margaret Thatcher and her family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Thatcher
Target entity description: Thatcher is a surname most prominently associated with former British Prime Minister Margaret Thatcher and her family.
  • A. Thatcher
    "Thatcher" is a poem by Seamus Heaney that reflects on traditional rural craftsmanship and labor through the figure of a thatch-maker.
  • B. William Thatcher
    William Thatcher is the ambitious peasant-turned-knight protagonist of the medieval adventure film "A Knight's Tale," known for defying class boundaries through his skill at jousting and determination.
  • C. Judge Thatcher
    Judge Thatcher is a respected local magistrate in Mark Twain's novel "The Adventures of Tom Sawyer," known for overseeing legal matters and safeguarding Tom's interests.
  • D. Mark Thatcher
    Mark Thatcher is a British businessman and the son of former UK Prime Minister Margaret Thatcher, known for his controversial business dealings and involvement in political scandals.
  • E. Margaret Thatcher
    Margaret Thatcher was the United Kingdom’s first female prime minister, known for her conservative economic policies, strong anti-communist stance, and transformative but divisive leadership during the 1980s.
  • 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_69c008d5ab108190b346c465696824a9 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0654fb774819087bffb8b966a790a completed March 22, 2026, 9:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c604352f148190b5accc28462256ad completed March 27, 2026, 4:14 a.m.
NEDg Description generation batch_69c620db73dc8190b9e75e0a9d01ff5a completed March 27, 2026, 6:16 a.m.
NED2 Entity disambiguation (via description) batch_69c624e2b3c081908e5c05da38121631 completed March 27, 2026, 6:34 a.m.
Created at: March 22, 2026, 4:30 p.m.