Triple

T3874196
Position Surface form Disambiguated ID Type / Status
Subject All My Children E92456 entity
Predicate notableCharacter P1481 FINISHED
Object Angie Hubbard
Angie Hubbard is a beloved fictional doctor and pioneering African-American female character from the soap opera "All My Children."
 E395543 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: Angie Hubbard | Statement: [All My Children, notableCharacter, Angie Hubbard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Angie Hubbard
Context triple: [All My Children, notableCharacter, Angie Hubbard]
  • A. Lisa Angelle
    Lisa Angelle is an American singer and songwriter known for her work in country and pop music, including performing the opening theme for the 1987 TV series "Beauty and the Beast."
  • B. Stephanie Huber
    Stephanie Huber is a notable individual recognized as a bearer of the surname Huber.
  • C. Angela Martin
    Angela Martin is a tightly wound, judgmental, and cat-obsessed accountant on the U.S. version of *The Office*, known for her strict moralism and tumultuous office romances.
  • D. Angela Alioto
    Angela Alioto is an American attorney, civil rights advocate, and former president of the San Francisco Board of Supervisors who has been a prominent figure in the city’s politics.
  • E. Lori Collins
    Lori Collins is a central character in the comedy film "Ted," known as John Bennett’s long-suffering girlfriend who pushes him to grow up and choose between her and his crude, living teddy bear best friend.
  • 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: Angie Hubbard
Triple: [All My Children, notableCharacter, Angie Hubbard]
Generated description
Angie Hubbard is a beloved fictional doctor and pioneering African-American female character from the soap opera "All My Children."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Angie Hubbard
Target entity description: Angie Hubbard is a beloved fictional doctor and pioneering African-American female character from the soap opera "All My Children."
  • A. Lisa Angelle
    Lisa Angelle is an American singer and songwriter known for her work in country and pop music, including performing the opening theme for the 1987 TV series "Beauty and the Beast."
  • B. Stephanie Huber
    Stephanie Huber is a notable individual recognized as a bearer of the surname Huber.
  • C. Angela Martin
    Angela Martin is a tightly wound, judgmental, and cat-obsessed accountant on the U.S. version of *The Office*, known for her strict moralism and tumultuous office romances.
  • D. Angela Alioto
    Angela Alioto is an American attorney, civil rights advocate, and former president of the San Francisco Board of Supervisors who has been a prominent figure in the city’s politics.
  • E. Lori Collins
    Lori Collins is a central character in the comedy film "Ted," known as John Bennett’s long-suffering girlfriend who pushes him to grow up and choose between her and his crude, living teddy bear best friend.
  • 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_69aed967448c819086c4b358d37b25aa completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeec59bea08190b1e193f34944a2ee completed March 9, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5124cdf588190b3b83ee8fb29450a completed March 14, 2026, 7:46 a.m.
NEDg Description generation batch_69b5132715888190bc5ba6182965e813 completed March 14, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69b513b11dcc8190a2c2e3f27b4cf25e completed March 14, 2026, 7:52 a.m.
Created at: March 9, 2026, 3:20 p.m.