Triple

T11928214
Position Surface form Disambiguated ID Type / Status
Subject Michelle MacLaren E283838 entity
Predicate workedOnNetworkOrChannel P17879 FINISHED
Object AMC
AMC is an American cable television network best known for critically acclaimed original series such as "Breaking Bad," "Mad Men," and "The Walking Dead."
E82644 NE FINISHED

How this triple was built (5 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 | Statement: [Michelle MacLaren, workedOnNetworkOrChannel, AMC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AMC
Context triple: [Michelle MacLaren, workedOnNetworkOrChannel, AMC]
  • A. 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.
  • B. AMC
    AMC is a renowned veterinary hospital and research center in New York City that provides advanced medical care for companion animals.
  • C. AMC
    AMC is a regional healthcare provider known as Adirondack Medical Center, serving communities in the Adirondack region of New York State.
  • D. AMC
    AMC is the stock ticker symbol for AMC Entertainment Holdings, Inc., a major American movie theater chain.
  • E. AMC
    AMC is the U.S. Army Materiel Command, the major Army command responsible for developing, supplying, maintaining, and managing the Army’s equipment and logistics worldwide.
  • 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
Triple: [Michelle MacLaren, workedOnNetworkOrChannel, AMC]
Generated description
AMC is an American cable television network best known for critically acclaimed original series such as "Breaking Bad," "Mad Men," and "The Walking Dead."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AMC
Target entity description: AMC is an American cable television network best known for critically acclaimed original series such as "Breaking Bad," "Mad Men," and "The Walking Dead."
  • A. AMC chosen
    AMC is an American cable television network known for acclaimed original series such as "Mad Men," "Breaking Bad," and "The Walking Dead."
  • B. AMC
    AMC is a regional healthcare provider known as Adirondack Medical Center, serving communities in the Adirondack region of New York State.
  • C. AMC
    AMC is the stock ticker symbol for AMC Entertainment Holdings, Inc., a major American movie theater chain.
  • D. 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.
  • E. AMC
    AMC is a renowned veterinary hospital and research center in New York City that provides advanced medical care for companion animals.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: workedOnNetworkOrChannel
Context triple: [Michelle MacLaren, workedOnNetworkOrChannel, AMC]
  • A. workedOnSeries
    Indicates that an entity contributed work to the creation or production of a particular series.
  • B. networkOfWorkAppearedIn
    Indicates that a work is part of, or appears within, a particular network or collection of related works.
  • C. workedAs
    Indicates that an entity held a particular job, role, or position, performing work in that capacity.
  • D. hasWorkedIn chosen
    Indicates that a person has been employed or has performed work within a particular organization, location, or domain for some period of time.
  • E. workedUnder
    Indicates that one entity was hierarchically subordinate to and performed work under the supervision or authority of another entity.
  • F. None of above.

Provenance (6 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_69d6ab2ce9c48190b5d39511b524f666 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903024afc8190a97aa3263dc7d017 completed April 10, 2026, 2:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f458a576fc8190b68b27365cd53caf completed May 1, 2026, 7:39 a.m.
NEDg Description generation batch_69f4645a7038819089d7533715f8a430 completed May 1, 2026, 8:29 a.m.
NED2 Entity disambiguation (via description) batch_69f4664ff9608190b23e29b3e5c1c326 completed May 1, 2026, 8:37 a.m.
PD Predicate disambiguation batch_69d8bb3af0188190bfb22be5c97b3349 completed April 10, 2026, 8:56 a.m.
Created at: April 8, 2026, 9:45 p.m.