Triple

T7658819
Position Surface form Disambiguated ID Type / Status
Subject Judith Grimes E173451 entity
Predicate mother P120 FINISHED
Object Lori Grimes
Lori Grimes is a central character in The Walking Dead franchise, known as Rick Grimes' wife and a key figure in the early survival group during the zombie apocalypse.
E684096 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: Lori Grimes | Statement: [Judith Grimes, mother, Lori Grimes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lori Grimes
Context triple: [Judith Grimes, mother, Lori Grimes]
  • A. Michonne
    Michonne is a katana-wielding survivor and one of the most iconic, resilient leaders in the post-apocalyptic horror franchise The Walking Dead.
  • B. Carl Grimes
    Carl Grimes is a central character in The Walking Dead franchise, known as Rick Grimes’ son who grows from a vulnerable child into a hardened survivor in the post-apocalyptic world.
  • C. Judith Grimes
    Judith Grimes is a young survivor in The Walking Dead universe, known as the adopted daughter of Rick Grimes who grows into a resilient and compassionate leader amid the zombie apocalypse.
  • D. Andrea (The Walking Dead)
    Andrea is a former civil rights lawyer turned resilient survivor in The Walking Dead TV series, known for her evolving combat skills, complex moral choices, and pivotal relationships with key characters like Rick Grimes and the Governor.
  • E. Rick Grimes
    Rick Grimes is the former sheriff’s deputy and central protagonist of The Walking Dead franchise, known for leading a group of survivors through a brutal post-apocalyptic world overrun by zombies and hostile humans.
  • 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: Lori Grimes
Triple: [Judith Grimes, mother, Lori Grimes]
Generated description
Lori Grimes is a central character in The Walking Dead franchise, known as Rick Grimes' wife and a key figure in the early survival group during the zombie apocalypse.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lori Grimes
Target entity description: Lori Grimes is a central character in The Walking Dead franchise, known as Rick Grimes' wife and a key figure in the early survival group during the zombie apocalypse.
  • A. Michonne
    Michonne is a katana-wielding survivor and one of the most iconic, resilient leaders in the post-apocalyptic horror franchise The Walking Dead.
  • B. Carl Grimes
    Carl Grimes is a central character in The Walking Dead franchise, known as Rick Grimes’ son who grows from a vulnerable child into a hardened survivor in the post-apocalyptic world.
  • C. Judith Grimes
    Judith Grimes is a young survivor in The Walking Dead universe, known as the adopted daughter of Rick Grimes who grows into a resilient and compassionate leader amid the zombie apocalypse.
  • D. Andrea (The Walking Dead)
    Andrea is a former civil rights lawyer turned resilient survivor in The Walking Dead TV series, known for her evolving combat skills, complex moral choices, and pivotal relationships with key characters like Rick Grimes and the Governor.
  • E. Rick Grimes
    Rick Grimes is the former sheriff’s deputy and central protagonist of The Walking Dead franchise, known for leading a group of survivors through a brutal post-apocalyptic world overrun by zombies and hostile humans.
  • 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_69c69955517c819085bc715b96d304d2 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c701a32f588190a7a923e8ce43f727 completed March 27, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8b4f716a48190a0ca52caffc2c1c1 completed March 29, 2026, 5:13 a.m.
NEDg Description generation batch_69c8b6811b1881909a835ab4c3eefbf7 completed March 29, 2026, 5:20 a.m.
NED2 Entity disambiguation (via description) batch_69c8b6dcca508190b031eaea6b73b35e completed March 29, 2026, 5:21 a.m.
Created at: March 27, 2026, 3:59 p.m.