Triple

T1760464
Position Surface form Disambiguated ID Type / Status
Subject Springfield, U.S.A. E38644 entity
Predicate featuresCharacter P626 FINISHED
Object Marge Simpson
Marge Simpson is the blue-haired, patient, and moral center of the Simpson family on the long-running animated television series "The Simpsons."
 E195403 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: Marge Simpson | Statement: [Springfield, U.S.A., featuresCharacter, Marge Simpson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marge Simpson
Context triple: [Springfield, U.S.A., featuresCharacter, Marge Simpson]
  • A. Meg Griffin
    Meg Griffin is the often-mocked teenage daughter of the Griffin family in the animated television series "Family Guy," known for being a frequent target of ridicule and neglect.
  • B. Dorothy Zbornak
    Dorothy Zbornak is a sharp-tongued, sarcastic, and strong-willed substitute teacher portrayed by Bea Arthur on the classic sitcom "The Golden Girls."
  • C. Joyce Byers
    Joyce Byers is a determined and fiercely protective mother in the sci-fi horror series "Stranger Things," known for her relentless efforts to uncover the truth behind her son Will's disappearance and the supernatural events in Hawkins.
  • D. Brenda Quagmire
    Brenda Quagmire is a minor character in the animated TV series "Family Guy," known as Glenn Quagmire’s sister who appears in a storyline about domestic abuse.
  • E. Mrs. Gump
    Mrs. Gump is Forrest Gump’s devoted and wise mother in the film and novel "Forrest Gump," known for her memorable sayings and strong influence on her son’s life.
  • 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: Marge Simpson
Triple: [Springfield, U.S.A., featuresCharacter, Marge Simpson]
Generated description
Marge Simpson is the blue-haired, patient, and moral center of the Simpson family on the long-running animated television series "The Simpsons."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marge Simpson
Target entity description: Marge Simpson is the blue-haired, patient, and moral center of the Simpson family on the long-running animated television series "The Simpsons."
  • A. Meg Griffin
    Meg Griffin is the often-mocked teenage daughter of the Griffin family in the animated television series "Family Guy," known for being a frequent target of ridicule and neglect.
  • B. Dorothy Zbornak
    Dorothy Zbornak is a sharp-tongued, sarcastic, and strong-willed substitute teacher portrayed by Bea Arthur on the classic sitcom "The Golden Girls."
  • C. Joyce Byers
    Joyce Byers is a determined and fiercely protective mother in the sci-fi horror series "Stranger Things," known for her relentless efforts to uncover the truth behind her son Will's disappearance and the supernatural events in Hawkins.
  • D. Brenda Quagmire
    Brenda Quagmire is a minor character in the animated TV series "Family Guy," known as Glenn Quagmire’s sister who appears in a storyline about domestic abuse.
  • E. Mrs. Gump
    Mrs. Gump is Forrest Gump’s devoted and wise mother in the film and novel "Forrest Gump," known for her memorable sayings and strong influence on her son’s life.
  • 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_69a8862d562481908d7025a1c1f67c0d completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa64410b58819098be7dc5da23d7af completed March 6, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0eef69c8190a4d5c8fdaa02603a completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada207c50881909729bf565c2af9dd completed March 8, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_69ada2c607fc819089d276ae9eca82a4 completed March 8, 2026, 4:24 p.m.
Created at: March 4, 2026, 7:31 p.m.