Triple

T17387886
Position Surface form Disambiguated ID Type / Status
Subject Amy Hill E422734 entity
Predicate notableRole P22 FINISHED
Object Mah Mah Ling in All-American Girl
Mah Mah Ling in *All-American Girl* is the sharp-tongued, traditional Korean grandmother character who provides much of the sitcom’s cultural commentary and comic relief.
E1265535 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: Mah Mah Ling in All-American Girl | Statement: [Amy Hill, notableRole, Mah Mah Ling in All-American Girl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mah Mah Ling in All-American Girl
Context triple: [Amy Hill, notableRole, Mah Mah Ling in All-American Girl]
  • A. China Girl
    "China Girl" is a 1983 pop song by David Bowie, co-written with Iggy Pop, known for its new wave sound and controversial music video exploring themes of cultural fetishization and romance.
  • B. China Girl
    "China Girl" is a 1987 romantic crime drama film directed by Abel Ferrara that reimagines the "Romeo and Juliet" story amid gang tensions between New York's Chinatown and Little Italy.
  • C. The Ballad of Pearl May Lee
    "The Ballad of Pearl May Lee" is a poem by Gwendolyn Brooks that portrays the struggles and inner life of a young Black woman in an urban American setting.
  • D. Water Woman
    Water Woman is a sculptural artwork by Kenyan-American artist Wangechi Mutu that reimagines a powerful, otherworldly female figure emerging from aquatic myth and Afrofuturist fantasy.
  • E. Looking for the Girl
    "Looking for the Girl" is a short story by Neil Gaiman, featured in his collection *Smoke and Mirrors*, that blends dark fantasy with themes of obsession and memory.
  • 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: Mah Mah Ling in All-American Girl
Triple: [Amy Hill, notableRole, Mah Mah Ling in All-American Girl]
Generated description
Mah Mah Ling in *All-American Girl* is the sharp-tongued, traditional Korean grandmother character who provides much of the sitcom’s cultural commentary and comic relief.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mah Mah Ling in All-American Girl
Target entity description: Mah Mah Ling in *All-American Girl* is the sharp-tongued, traditional Korean grandmother character who provides much of the sitcom’s cultural commentary and comic relief.
  • A. China Girl
    "China Girl" is a 1983 pop song by David Bowie, co-written with Iggy Pop, known for its new wave sound and controversial music video exploring themes of cultural fetishization and romance.
  • B. China Girl
    "China Girl" is a 1987 romantic crime drama film directed by Abel Ferrara that reimagines the "Romeo and Juliet" story amid gang tensions between New York's Chinatown and Little Italy.
  • C. The Ballad of Pearl May Lee
    "The Ballad of Pearl May Lee" is a poem by Gwendolyn Brooks that portrays the struggles and inner life of a young Black woman in an urban American setting.
  • D. Water Woman
    Water Woman is a sculptural artwork by Kenyan-American artist Wangechi Mutu that reimagines a powerful, otherworldly female figure emerging from aquatic myth and Afrofuturist fantasy.
  • E. Looking for the Girl
    "Looking for the Girl" is a short story by Neil Gaiman, featured in his collection *Smoke and Mirrors*, that blends dark fantasy with themes of obsession and memory.
  • 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_69d889d710288190bf0f4762801fefae completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43a8b66288190b29bb82eff761902 completed April 19, 2026, 2:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a019ffb34688190a0a69b069353ced8 completed May 11, 2026, 9:23 a.m.
NEDg Description generation batch_6a01a0585088819082a3cf1858cb2d99 completed May 11, 2026, 9:24 a.m.
NED2 Entity disambiguation (via description) batch_6a01a0ee35348190a7d412a83ecd2acc completed May 11, 2026, 9:27 a.m.
Created at: April 10, 2026, 5:45 a.m.