Triple

T9969888
Position Surface form Disambiguated ID Type / Status
Subject Life in Pieces E196176 entity
Predicate featuresCharacter P626 FINISHED
Object Samantha Hughes
Samantha Hughes is a fictional character from the American television sitcom "Life in Pieces," which follows the lives of an extended family through short, interwoven stories.
E834377 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: Samantha Hughes | Statement: [Life in Pieces, featuresCharacter, Samantha Hughes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Samantha Hughes
Context triple: [Life in Pieces, featuresCharacter, Samantha Hughes]
  • A. Samantha Albertson
    Samantha Albertson is one of the four childhood friends at the heart of the coming-of-age film "Now and Then," whose experiences during a pivotal summer shape the story’s emotional core.
  • B. Courtney Hadwin
    Courtney Hadwin is an English rock and soul singer who gained widespread recognition as a teenage finalist on America's Got Talent for her powerful, Janis Joplin–like vocal style and dynamic stage presence.
  • C. Amanda McDougall
    Amanda McDougall is a Canadian municipal politician who serves as the mayor of the Cape Breton Regional Municipality in Nova Scotia.
  • D. Hannah Hull
    Hannah Hull was the wife of colonial Massachusetts judge and diarist Samuel Sewall and a member of a prominent New England family in the late 17th century.
  • E. Caroline Oates
    Caroline Oates is best known as the wife of American character actor Warren Oates, noted for his roles in numerous 1960s and 1970s films and television 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: Samantha Hughes
Triple: [Life in Pieces, featuresCharacter, Samantha Hughes]
Generated description
Samantha Hughes is a fictional character from the American television sitcom "Life in Pieces," which follows the lives of an extended family through short, interwoven stories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Samantha Hughes
Target entity description: Samantha Hughes is a fictional character from the American television sitcom "Life in Pieces," which follows the lives of an extended family through short, interwoven stories.
  • A. Samantha Albertson
    Samantha Albertson is one of the four childhood friends at the heart of the coming-of-age film "Now and Then," whose experiences during a pivotal summer shape the story’s emotional core.
  • B. Courtney Hadwin
    Courtney Hadwin is an English rock and soul singer who gained widespread recognition as a teenage finalist on America's Got Talent for her powerful, Janis Joplin–like vocal style and dynamic stage presence.
  • C. Amanda McDougall
    Amanda McDougall is a Canadian municipal politician who serves as the mayor of the Cape Breton Regional Municipality in Nova Scotia.
  • D. Hannah Hull
    Hannah Hull was the wife of colonial Massachusetts judge and diarist Samuel Sewall and a member of a prominent New England family in the late 17th century.
  • E. Caroline Oates
    Caroline Oates is best known as the wife of American character actor Warren Oates, noted for his roles in numerous 1960s and 1970s films and television series.
  • 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_69ca82eea2b88190a0e511d21a31f386 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb7b7ea9881908a56f11e2e446dd0 completed April 2, 2026, 12:26 a.m.
NED1 Entity disambiguation (via context triple) batch_69d257c002cc8190becc9730b2c01782 completed April 5, 2026, 12:38 p.m.
NEDg Description generation batch_69d2594b5e5081908f7cc4af4d10b4a8 completed April 5, 2026, 12:44 p.m.
NED2 Entity disambiguation (via description) batch_69d25a30ad98819084dcd305e709c34d completed April 5, 2026, 12:48 p.m.
Created at: March 30, 2026, 8:48 p.m.