Triple

T7163944
Position Surface form Disambiguated ID Type / Status
Subject Negan E167018 entity
Predicate laterAllyOf P61003 FINISHED
Object Maggie Rhee (reluctant, Dead City)
Maggie Rhee (reluctant, Dead City) is a hardened, vengeful survivor and former leader from The Walking Dead universe who, despite her deep-seated hatred for Negan over his past atrocities, begrudgingly partners with him in the spinoff series "The Walking Dead: Dead City."
E646230 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: Maggie Rhee (reluctant, Dead City) | Statement: [Negan, laterAllyOf, Maggie Rhee (reluctant, Dead City)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Maggie Rhee (reluctant, Dead City)
Context triple: [Negan, laterAllyOf, Maggie Rhee (reluctant, Dead City)]
  • A. Maggie Cassidy
    Maggie Cassidy is a semi-autobiographical novel by Jack Kerouac that portrays his youthful romance and coming-of-age experiences in his hometown.
  • B. Maggie Rice
    Maggie Rice is a compassionate heart surgeon in the romantic fantasy film "City of Angels," whose encounter with an angel challenges her understanding of life, love, and mortality.
  • C. Maggie Shaw
    Maggie Shaw is a fictional character played by Irish actress Dominique McElligott, known from the science fiction series "The Astronaut Wives Club."
  • D. Maggie Pierce
    Maggie Pierce is a cardiothoracic surgeon and the biological half-sister of Meredith Grey on the long-running medical drama series Grey’s Anatomy.
  • E. Maggie Q
    Maggie Q is an American actress and model best known for her action roles in films like the Mission: Impossible franchise and the TV series Nikita and Designated Survivor.
  • 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: Maggie Rhee (reluctant, Dead City)
Triple: [Negan, laterAllyOf, Maggie Rhee (reluctant, Dead City)]
Generated description
Maggie Rhee (reluctant, Dead City) is a hardened, vengeful survivor and former leader from The Walking Dead universe who, despite her deep-seated hatred for Negan over his past atrocities, begrudgingly partners with him in the spinoff series "The Walking Dead: Dead City."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Maggie Rhee (reluctant, Dead City)
Target entity description: Maggie Rhee (reluctant, Dead City) is a hardened, vengeful survivor and former leader from The Walking Dead universe who, despite her deep-seated hatred for Negan over his past atrocities, begrudgingly partners with him in the spinoff series "The Walking Dead: Dead City."
  • A. Maggie Cassidy
    Maggie Cassidy is a semi-autobiographical novel by Jack Kerouac that portrays his youthful romance and coming-of-age experiences in his hometown.
  • B. Maggie Rice
    Maggie Rice is a compassionate heart surgeon in the romantic fantasy film "City of Angels," whose encounter with an angel challenges her understanding of life, love, and mortality.
  • C. Maggie Shaw
    Maggie Shaw is a fictional character played by Irish actress Dominique McElligott, known from the science fiction series "The Astronaut Wives Club."
  • D. Maggie Pierce
    Maggie Pierce is a cardiothoracic surgeon and the biological half-sister of Meredith Grey on the long-running medical drama series Grey’s Anatomy.
  • E. Maggie Q
    Maggie Q is an American actress and model best known for her action roles in films like the Mission: Impossible franchise and the TV series Nikita and Designated Survivor.
  • 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_69c68888c10c819095e0383020225758 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e83168a08190937ff46797d94f3e completed March 27, 2026, 8:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7adc8b06c81909791e38becb594f6 completed March 28, 2026, 10:30 a.m.
NEDg Description generation batch_69c7ae5767408190860c1c7bc3a769fa completed March 28, 2026, 10:32 a.m.
NED2 Entity disambiguation (via description) batch_69c7aeb9373c8190ac2d282e8153201f completed March 28, 2026, 10:34 a.m.
Created at: March 27, 2026, 2:47 p.m.