Triple

T3461742
Position Surface form Disambiguated ID Type / Status
Subject Michael Learned E73040 entity
Predicate familyName P18 FINISHED
Object Learned
Michael Learned is an American actress best known for her Emmy-winning role as Olivia Walton, the matriarch on the classic television series "The Waltons."
 E359271 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: Learned | Statement: [Michael Learned, familyName, Learned]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Learned
Context triple: [Michael Learned, familyName, Learned]
  • A. Learning
    "Learning" is the debut studio album by American musician Perfume Genius, known for its intimate, lo-fi sound and emotionally raw songwriting.
  • B. Enlightened
    Enlightened is an American comedy-drama television series that follows a self-destructive executive who undergoes a spiritual awakening and attempts to rebuild her life with newfound idealism.
  • C. Progress Through Knowledge
    Progress Through Knowledge is the official motto of Anna University, emphasizing the advancement and empowerment of society through education and learning.
  • D. Knowledge and Error
    "Knowledge and Error" is a philosophical work by Ernst Mach that examines the nature, limits, and development of human knowledge through the lens of empirical science and psychology.
  • E. Leermens
    Leermens is a small village in the province of Groningen in the northern Netherlands.
  • 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: Learned
Triple: [Michael Learned, familyName, Learned]
Generated description
Michael Learned is an American actress best known for her Emmy-winning role as Olivia Walton, the matriarch on the classic television series "The Waltons."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Learned
Target entity description: Michael Learned is an American actress best known for her Emmy-winning role as Olivia Walton, the matriarch on the classic television series "The Waltons."
  • A. Learning
    "Learning" is the debut studio album by American musician Perfume Genius, known for its intimate, lo-fi sound and emotionally raw songwriting.
  • B. Enlightened
    Enlightened is an American comedy-drama television series that follows a self-destructive executive who undergoes a spiritual awakening and attempts to rebuild her life with newfound idealism.
  • C. Progress Through Knowledge
    Progress Through Knowledge is the official motto of Anna University, emphasizing the advancement and empowerment of society through education and learning.
  • D. Knowledge and Error
    "Knowledge and Error" is a philosophical work by Ernst Mach that examines the nature, limits, and development of human knowledge through the lens of empirical science and psychology.
  • E. Leermens
    Leermens is a small village in the province of Groningen in the northern Netherlands.
  • 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_69ad85b224d481908ff8be51338d24ff completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbae745e081909007cd3a664c57f3 completed March 8, 2026, 6:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3611ff950819081b49f5c75aa6e4d completed March 13, 2026, 12:58 a.m.
NEDg Description generation batch_69b3629f2e54819091b38de147996782 completed March 13, 2026, 1:04 a.m.
NED2 Entity disambiguation (via description) batch_69b3630f5628819080ab239790cf4f4d completed March 13, 2026, 1:06 a.m.
Created at: March 8, 2026, 3:17 p.m.