Triple

T5579464
Position Surface form Disambiguated ID Type / Status
Subject Julie Walters E146605 entity
Predicate familyName P18 FINISHED
Object Walters
Walters is a common English surname borne by numerous notable individuals across fields such as acting, politics, and sports.
 E531865 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: Walters | Statement: [Julie Walters, familyName, Walters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Walters
Context triple: [Julie Walters, familyName, Walters]
  • A. Walter
    Walter is a masculine given name of Germanic origin that has been widely used in English-speaking countries.
  • B. Wicks
    Wicks is a surname most notably associated with former professional basketball player Sidney Wicks.
  • C. Brandon Walters
    Brandon Walters is a musician best known for his past role as a member of the American indie folk band Lord Huron.
  • D. Wuhl
    Wuhl is the surname of American actor, comedian, and writer Robert Wuhl, known for his roles in films like "Bull Durham" and the TV series "Arliss."
  • E. Walter Nelson
    Walter Nelson was an attorney who served on the defense team in the landmark Ossian Sweet murder trial, which challenged racial injustice in 1920s Detroit.
  • 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: Walters
Triple: [Julie Walters, familyName, Walters]
Generated description
Walters is a common English surname borne by numerous notable individuals across fields such as acting, politics, and sports.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Walters
Target entity description: Walters is a common English surname borne by numerous notable individuals across fields such as acting, politics, and sports.
  • A. Walter
    Walter is a masculine given name of Germanic origin that has been widely used in English-speaking countries.
  • B. Wicks
    Wicks is a surname most notably associated with former professional basketball player Sidney Wicks.
  • C. Brandon Walters
    Brandon Walters is a musician best known for his past role as a member of the American indie folk band Lord Huron.
  • D. Wuhl
    Wuhl is the surname of American actor, comedian, and writer Robert Wuhl, known for his roles in films like "Bull Durham" and the TV series "Arliss."
  • E. Walter Nelson
    Walter Nelson was an attorney who served on the defense team in the landmark Ossian Sweet murder trial, which challenged racial injustice in 1920s Detroit.
  • 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_69c0090287a08190b4098411effe970c completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0206bfea08190aa2c8df9f88013ac completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02858a2388190a1e8c3efce8b066d completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c03d15e8d48190b08d0903621fbdcb completed March 22, 2026, 7:03 p.m.
NED2 Entity disambiguation (via description) batch_69c03daa883c8190a787c40965408132 completed March 22, 2026, 7:06 p.m.
Created at: March 22, 2026, 3:37 p.m.