Triple

T18523272
Position Surface form Disambiguated ID Type / Status
Subject Sharona Fleming E452644 entity
Predicate familyMember P566 FINISHED
Object Benjy Fleming
Benjy Fleming is the young son of Sharona Fleming in the television series "Monk," often appearing as part of her family storyline.
E1341790 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: Benjy Fleming | Statement: [Sharona Fleming, familyMember, Benjy Fleming]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benjy Fleming
Context triple: [Sharona Fleming, familyMember, Benjy Fleming]
  • A. Benjy Hawk
    Benjy Hawk is a minor character from the soap opera "Days of Our Lives," known as a deaf member of the DiMera family.
  • B. Benjamin Ferris
    Benjamin Ferris was a mountaineer known for making the first recorded ascent of Alaska’s Mount Hayes.
  • C. Naaman Fletcher
    Naaman Fletcher was one of the original founders of the Phi Gamma Delta fraternity, helping to establish its early principles and organization.
  • D. Benjamin Ford
    Benjamin Ford is a member of the Ford family, known as the brother of designer and entrepreneur Willard Ford and a relative of actor Harrison Ford.
  • E. Finley Hobbins
    Finley Hobbins is a young American actor best known for his role in Disney’s live-action adaptation of "Dumbo" (2019).
  • 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: Benjy Fleming
Triple: [Sharona Fleming, familyMember, Benjy Fleming]
Generated description
Benjy Fleming is the young son of Sharona Fleming in the television series "Monk," often appearing as part of her family storyline.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benjy Fleming
Target entity description: Benjy Fleming is the young son of Sharona Fleming in the television series "Monk," often appearing as part of her family storyline.
  • A. Benjy Hawk
    Benjy Hawk is a minor character from the soap opera "Days of Our Lives," known as a deaf member of the DiMera family.
  • B. Benjamin Ferris
    Benjamin Ferris was a mountaineer known for making the first recorded ascent of Alaska’s Mount Hayes.
  • C. Naaman Fletcher
    Naaman Fletcher was one of the original founders of the Phi Gamma Delta fraternity, helping to establish its early principles and organization.
  • D. Benjamin Ford
    Benjamin Ford is a member of the Ford family, known as the brother of designer and entrepreneur Willard Ford and a relative of actor Harrison Ford.
  • E. Finley Hobbins
    Finley Hobbins is a young American actor best known for his role in Disney’s live-action adaptation of "Dumbo" (2019).
  • 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_69d8d387b5548190aa030dad2cb4947e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5338f6da48190bdb374019d10db05 completed April 19, 2026, 7:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a053d213c8c8190a71e1b8a05976d83 completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a053e4734308190aca0ace59fda084b completed May 14, 2026, 3:15 a.m.
NED2 Entity disambiguation (via description) batch_6a053ec25b488190a5fe3cb28de9fa4d completed May 14, 2026, 3:17 a.m.
Created at: April 10, 2026, 11:37 a.m.