Triple

T21154055
Position Surface form Disambiguated ID Type / Status
Subject AMC Entertainment Holdings, Inc. E521265 entity
Predicate loyaltyProgram P178 FINISHED
Object AMC Stubs
AMC Stubs is AMC Theatres’ customer loyalty program that offers members rewards, discounts, and perks for movie ticket and concession purchases.
E1469634 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: AMC Stubs | Statement: [AMC Entertainment Holdings, Inc., loyaltyProgram, AMC Stubs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AMC Stubs
Context triple: [AMC Entertainment Holdings, Inc., loyaltyProgram, AMC Stubs]
  • A. AMC Stubs A-List
    AMC Stubs A-List is a movie theater subscription program from AMC Theatres that lets members see multiple movies per month for a flat monthly fee, often with premium format access and additional loyalty perks.
  • B. AMC
    AMC refers to Allied Military Currency, special banknotes issued by Allied forces during and after World War II for use in occupied and liberated territories.
  • C. AMC
    AMC is a series of nationally recognized mathematics competitions in the United States that challenge and identify talented middle and high school students.
  • D. AMC
    AMC (American Motors Corporation) was a major American automaker known for its innovative, compact, and performance-oriented cars that competed in various racing series and the broader automotive market from the 1950s through the 1980s.
  • E. AMC
    AMC (American Motors Corporation) was a U.S. automaker known for its innovative compact and performance cars, including models that competed successfully in series like SCCA Trans-Am.
  • 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: AMC Stubs
Triple: [AMC Entertainment Holdings, Inc., loyaltyProgram, AMC Stubs]
Generated description
AMC Stubs is AMC Theatres’ customer loyalty program that offers members rewards, discounts, and perks for movie ticket and concession purchases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AMC Stubs
Target entity description: AMC Stubs is AMC Theatres’ customer loyalty program that offers members rewards, discounts, and perks for movie ticket and concession purchases.
  • A. AMC Stubs A-List
    AMC Stubs A-List is a movie theater subscription program from AMC Theatres that lets members see multiple movies per month for a flat monthly fee, often with premium format access and additional loyalty perks.
  • B. AMC
    AMC refers to Allied Military Currency, special banknotes issued by Allied forces during and after World War II for use in occupied and liberated territories.
  • C. AMC
    AMC is a series of nationally recognized mathematics competitions in the United States that challenge and identify talented middle and high school students.
  • D. AMC
    AMC (American Motors Corporation) was a major American automaker known for its innovative, compact, and performance-oriented cars that competed in various racing series and the broader automotive market from the 1950s through the 1980s.
  • E. AMC
    AMC (American Motors Corporation) was a U.S. automaker known for its innovative compact and performance cars, including models that competed successfully in series like SCCA Trans-Am.
  • 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_69e0b50d1ea481909c07e63c3ead9316 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7252a48788190bfdfe811fc6cfc06 completed April 21, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a096dca1b28819087d3d6d118e7eaee completed May 17, 2026, 7:27 a.m.
NEDg Description generation batch_6a096e6cce748190ba618dfe86f7f6ce completed May 17, 2026, 7:29 a.m.
NED2 Entity disambiguation (via description) batch_6a096f7706448190a1bb61535e0adcd3 completed May 17, 2026, 7:34 a.m.
Created at: April 16, 2026, 2:58 p.m.