Triple

T7658830
Position Surface form Disambiguated ID Type / Status
Subject Judith Grimes E173451 entity
Predicate portrayedBy P1507 FINISHED
Object Chloe Cassady
Chloe Cassady is an actress best known for playing Judith Grimes on the television series "The Walking Dead."
 E679797 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: Chloe Cassady | Statement: [Judith Grimes, portrayedBy, Chloe Cassady]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chloe Cassady
Context triple: [Judith Grimes, portrayedBy, Chloe Cassady]
  • A. Chloe O'Brian
    Chloe O'Brian is a highly skilled and socially awkward CTU systems analyst and hacker from the television series "24," known for her crucial technical support to Jack Bauer.
  • B. Chloe
    Chloe is an American singer, songwriter, and actress best known as one half of the R&B duo Chloe x Halle.
  • C. Chloe
    Chloe is a sarcastic, food-loving, overweight gray tabby cat from the animated film "The Secret Life of Pets."
  • D. Chloe
    Chloe is the birth name of Nobel Prize–winning American novelist Toni Morrison, renowned for her powerful explorations of African American life and history.
  • E. Chloe
    Chloe is an epithet of the Greek goddess Demeter, highlighting her aspect as the bringer of new green growth and flourishing vegetation.
  • 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: Chloe Cassady
Triple: [Judith Grimes, portrayedBy, Chloe Cassady]
Generated description
Chloe Cassady is an actress best known for playing Judith Grimes on the television series "The Walking Dead."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chloe Cassady
Target entity description: Chloe Cassady is an actress best known for playing Judith Grimes on the television series "The Walking Dead."
  • A. Chloe O'Brian
    Chloe O'Brian is a highly skilled and socially awkward CTU systems analyst and hacker from the television series "24," known for her crucial technical support to Jack Bauer.
  • B. Chloe
    Chloe is an American singer, songwriter, and actress best known as one half of the R&B duo Chloe x Halle.
  • C. Chloe
    Chloe is a sarcastic, food-loving, overweight gray tabby cat from the animated film "The Secret Life of Pets."
  • D. Chloe
    Chloe is the birth name of Nobel Prize–winning American novelist Toni Morrison, renowned for her powerful explorations of African American life and history.
  • E. Chloe
    Chloe is an epithet of the Greek goddess Demeter, highlighting her aspect as the bringer of new green growth and flourishing vegetation.
  • 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_69c89b0d345081909a1d4475fa3876f5 completed March 29, 2026, 3:22 a.m.
NEDg Description generation batch_69c89d77b7cc81908120da0121c94537 completed March 29, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69c89ddd81a88190924d41529e94b06b completed March 29, 2026, 3:34 a.m.
Created at: March 27, 2026, 3:59 p.m.