Triple

T22973045
Position Surface form Disambiguated ID Type / Status
Subject The Secret Life of Us E571239 entity
Predicate creator P184 FINISHED
Object Amanda Higgs
Amanda Higgs is an Australian television producer and writer best known for her influential work on contemporary Australian drama series.
E1571813 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: Amanda Higgs | Statement: [The Secret Life of Us, creator, Amanda Higgs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amanda Higgs
Context triple: [The Secret Life of Us, creator, Amanda Higgs]
  • A. Amanda Hopkinson
    Amanda Hopkinson is a British literary translator and academic known for translating major works of Spanish and Latin American literature into English.
  • B. Anna Higgs
    Anna Higgs is a British film and television producer known for her work on innovative and independent projects, including the drama film "For Those in Peril."
  • C. Amanda Forsyth
    Amanda Forsyth is a Canadian cellist renowned for her solo, chamber, and orchestral performances, including frequent collaborations with her husband, violinist and conductor Pinchas Zukerman.
  • D. Amanda Davies
    Amanda Davies is the daughter of American actress Erika Slezak, known for her long-running role on the soap opera "One Life to Live."
  • E. Amanda Pirie
    Amanda Pirie is the mother of English actress Juno Temple.
  • 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: Amanda Higgs
Triple: [The Secret Life of Us, creator, Amanda Higgs]
Generated description
Amanda Higgs is an Australian television producer and writer best known for her influential work on contemporary Australian drama series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amanda Higgs
Target entity description: Amanda Higgs is an Australian television producer and writer best known for her influential work on contemporary Australian drama series.
  • A. Amanda Hopkinson
    Amanda Hopkinson is a British literary translator and academic known for translating major works of Spanish and Latin American literature into English.
  • B. Anna Higgs
    Anna Higgs is a British film and television producer known for her work on innovative and independent projects, including the drama film "For Those in Peril."
  • C. Amanda Forsyth
    Amanda Forsyth is a Canadian cellist renowned for her solo, chamber, and orchestral performances, including frequent collaborations with her husband, violinist and conductor Pinchas Zukerman.
  • D. Amanda Davies
    Amanda Davies is the daughter of American actress Erika Slezak, known for her long-running role on the soap opera "One Life to Live."
  • E. Amanda Pirie
    Amanda Pirie is the mother of English actress Juno Temple.
  • 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_69e245b2c6548190a0e4c7f2f7df2d48 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f182343a448190a5259cdf721c9d04 completed April 29, 2026, 3:59 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c23d2766c8190b4d65d861142b1ed completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c271d8fc48190a818c73660218022 completed May 19, 2026, 9:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0c2951a718819088c1c7d8435586ec completed May 19, 2026, 9:11 a.m.
Created at: April 17, 2026, 3:48 p.m.