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.