Triple

T6755614
Position Surface form Disambiguated ID Type / Status
Subject Dean Ambrose E154449 entity
Predicate trainedBy P3665 FINISHED
Object Les Thatcher
Les Thatcher is an American professional wrestling trainer, promoter, and former wrestler known for mentoring numerous talents and contributing significantly to the development of the independent wrestling scene.
 E615300 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: Les Thatcher | Statement: [Dean Ambrose, trainedBy, Les Thatcher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Les Thatcher
Context triple: [Dean Ambrose, trainedBy, Les Thatcher]
  • A. 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.
  • B. Thatcher
    "Thatcher" is a poem by Seamus Heaney that reflects on traditional rural craftsmanship and labor through the figure of a thatch-maker.
  • C. Thatcher
    Thatcher is a surname most prominently associated with former British Prime Minister Margaret Thatcher and her family.
  • D. 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.
  • E. 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.
  • 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: Les Thatcher
Triple: [Dean Ambrose, trainedBy, Les Thatcher]
Generated description
Les Thatcher is an American professional wrestling trainer, promoter, and former wrestler known for mentoring numerous talents and contributing significantly to the development of the independent wrestling scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Les Thatcher
Target entity description: Les Thatcher is an American professional wrestling trainer, promoter, and former wrestler known for mentoring numerous talents and contributing significantly to the development of the independent wrestling scene.
  • A. 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.
  • B. Thatcher
    "Thatcher" is a poem by Seamus Heaney that reflects on traditional rural craftsmanship and labor through the figure of a thatch-maker.
  • C. Thatcher
    Thatcher is a surname most prominently associated with former British Prime Minister Margaret Thatcher and her family.
  • D. 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.
  • E. 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.
  • 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_69c6880fd5808190be684854081e27dd completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d1f5ab0881908619b835b9f068d4 completed March 27, 2026, 6:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70b1e477481909e4fca040f4894f4 completed March 27, 2026, 10:56 p.m.
NEDg Description generation batch_69c70b923a8c8190a0fe7733fb54540d completed March 27, 2026, 10:58 p.m.
NED2 Entity disambiguation (via description) batch_69c70c4350ac8190834048217b9f323d completed March 27, 2026, 11:01 p.m.
Created at: March 27, 2026, 2:11 p.m.