Triple

T16041515
Position Surface form Disambiguated ID Type / Status
Subject Bulger E389107 entity
Predicate hasNotableBearer P458 FINISHED
Object Peggy Bulger
Peggy Bulger is an American folklorist and former director of the American Folklife Center at the Library of Congress, known for her work documenting and preserving traditional arts and culture.
E1190768 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: Peggy Bulger | Statement: [Bulger, hasNotableBearer, Peggy Bulger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Peggy Bulger
Context triple: [Bulger, hasNotableBearer, Peggy Bulger]
  • A. Peggy Bundy
    Peggy Bundy is the flamboyantly dressed, sharp-tongued, and lazy housewife character from the sitcom "Married... with Children," known for her sarcastic humor and dysfunctional family life.
  • B. Donna Cappa Goines
    Donna Cappa Goines is an alias used by American football player Darryl Hill.
  • C. Donna Cappa Goines
    Donna Cappa Goines is an individual whose public biographical or professional details are not widely documented in major reference sources.
  • D. Donna Cappa Goines
    Donna Cappa Goines is the real name of Cappadonna, an American rapper best known as an affiliate and later official member of the Wu-Tang Clan.
  • E. Nancy Callahan
    Nancy Callahan is a fictional character from Frank Miller's "Sin City" graphic novels and their film adaptations, known as a resilient and compassionate stripper who survives childhood trauma.
  • 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: Peggy Bulger
Triple: [Bulger, hasNotableBearer, Peggy Bulger]
Generated description
Peggy Bulger is an American folklorist and former director of the American Folklife Center at the Library of Congress, known for her work documenting and preserving traditional arts and culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Peggy Bulger
Target entity description: Peggy Bulger is an American folklorist and former director of the American Folklife Center at the Library of Congress, known for her work documenting and preserving traditional arts and culture.
  • A. Peggy Bundy
    Peggy Bundy is the flamboyantly dressed, sharp-tongued, and lazy housewife character from the sitcom "Married... with Children," known for her sarcastic humor and dysfunctional family life.
  • B. Donna Cappa Goines
    Donna Cappa Goines is an alias used by American football player Darryl Hill.
  • C. Donna Cappa Goines
    Donna Cappa Goines is the real name of Cappadonna, an American rapper best known as an affiliate and later official member of the Wu-Tang Clan.
  • D. Donna Cappa Goines
    Donna Cappa Goines is an individual whose public biographical or professional details are not widely documented in major reference sources.
  • E. Nancy Callahan
    Nancy Callahan is a fictional character from Frank Miller's "Sin City" graphic novels and their film adaptations, known as a resilient and compassionate stripper who survives childhood trauma.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e18340686881909135fc43a0a71b20 completed April 17, 2026, 12:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffdbd77c5481908644742a8a8f3e68 completed May 10, 2026, 1:13 a.m.
NEDg Description generation batch_69ffdc4f3d488190a5d1bffd4432ac32 completed May 10, 2026, 1:15 a.m.
NED2 Entity disambiguation (via description) batch_69ffdd0392e08190af42a0cdc5dd4c1f completed May 10, 2026, 1:18 a.m.
Created at: April 10, 2026, 4:56 a.m.