Triple

T9755105
Position Surface form Disambiguated ID Type / Status
Subject Kelly Macdonald E236534 entity
Predicate playedCharacter P1507 FINISHED
Object Margaret Thompson in Boardwalk Empire
Margaret Thompson is a central character in the television series Boardwalk Empire, a shrewd and morally conflicted Irish immigrant who becomes deeply entangled in Atlantic City’s political and criminal underworld.
E67680 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: Margaret Thompson in Boardwalk Empire | Statement: [Kelly Macdonald, playedCharacter, Margaret Thompson in Boardwalk Empire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margaret Thompson in Boardwalk Empire
Context triple: [Kelly Macdonald, playedCharacter, Margaret Thompson in Boardwalk Empire]
  • A. Mare Sheehan in Mare of Easttown
    Mare Sheehan in *Mare of Easttown* is a weary, sharp-witted small-town Pennsylvania detective struggling to solve a local murder while grappling with personal trauma and community tensions.
  • B. Mariska Hargitay
    Mariska Hargitay is an American actress best known for her long-running role as Detective Olivia Benson on the television series "Law & Order: Special Victims Unit."
  • C. Edie Falco
    Edie Falco is an American actress best known for her acclaimed television roles, particularly as Carmela Soprano on "The Sopranos" and Jackie Peyton on "Nurse Jackie."
  • D. Sydney Prosser in American Hustle
    Sydney Prosser is a cunning and ambitious con artist who partners with Irving Rosenfeld in the crime drama film "American Hustle."
  • E. Patty Hewes in Damages
    Patty Hewes in *Damages* is a ruthless, brilliant high-stakes litigator and the central antihero of the legal thriller TV series.
  • 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: Margaret Thompson in Boardwalk Empire
Triple: [Kelly Macdonald, playedCharacter, Margaret Thompson in Boardwalk Empire]
Generated description
Margaret Thompson is a central character in the television series Boardwalk Empire, a shrewd and morally conflicted Irish immigrant who becomes deeply entangled in Atlantic City’s political and criminal underworld.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margaret Thompson in Boardwalk Empire
Target entity description: Margaret Thompson is a central character in the television series Boardwalk Empire, a shrewd and morally conflicted Irish immigrant who becomes deeply entangled in Atlantic City’s political and criminal underworld.
  • A. Mare Sheehan in Mare of Easttown
    Mare Sheehan in *Mare of Easttown* is a weary, sharp-witted small-town Pennsylvania detective struggling to solve a local murder while grappling with personal trauma and community tensions.
  • B. Mariska Hargitay
    Mariska Hargitay is an American actress best known for her long-running role as Detective Olivia Benson on the television series "Law & Order: Special Victims Unit."
  • C. Edie Falco chosen
    Edie Falco is an American actress best known for her acclaimed television roles, particularly as Carmela Soprano on "The Sopranos" and Jackie Peyton on "Nurse Jackie."
  • D. Sydney Prosser in American Hustle
    Sydney Prosser is a cunning and ambitious con artist who partners with Irving Rosenfeld in the crime drama film "American Hustle."
  • E. Patty Hewes in Damages
    Patty Hewes in *Damages* is a ruthless, brilliant high-stakes litigator and the central antihero of the legal thriller TV series.
  • F. None of above.

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_69ca84d4eddc8190996fec1417d2bae8 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9fb1370c8190bc153db8cababc62 completed April 1, 2026, 10:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1b02ff0f4819080410d4e7e809a24 completed April 5, 2026, 12:43 a.m.
NEDg Description generation batch_69d1b1b8c75481909b847591b80255bc completed April 5, 2026, 12:50 a.m.
NED2 Entity disambiguation (via description) batch_69d1b24f4af4819089b7e5b2b0165808 completed April 5, 2026, 12:52 a.m.
Created at: March 30, 2026, 8:24 p.m.