Triple

T19607640
Position Surface form Disambiguated ID Type / Status
Subject Indigo Girls E470648 entity
Predicate hasMember P10 FINISHED
Object Amy Ray
Amy Ray is an American singer-songwriter and musician best known as one half of the folk rock duo Indigo Girls.
E1384747 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: Amy Ray | Statement: [Indigo Girls, hasMember, Amy Ray]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amy Ray
Context triple: [Indigo Girls, hasMember, Amy Ray]
  • A. Beth Nielsen Chapman
    Beth Nielsen Chapman is an American singer-songwriter known for her emotive, genre-spanning compositions and for writing hit songs recorded by major country and pop artists.
  • B. Valerie Curtin
    Valerie Curtin is an American actress and screenwriter known for her work in film and television, including co-writing the acclaimed legal drama "...And Justice for All."
  • C. Jody Allen
    Jody Allen is an American businesswoman and philanthropist, co-founder of Vulcan Inc. and sister of the late Microsoft co-founder Paul Allen.
  • D. Allison Moorer
    Allison Moorer is an American singer-songwriter known for her blend of country, Americana, and roots music and her emotionally powerful vocal style.
  • E. Martha Snider
    Martha Snider is known as the wife of the late Ed Snider, the influential American businessman and longtime owner of the NHL’s Philadelphia Flyers.
  • 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: Amy Ray
Triple: [Indigo Girls, hasMember, Amy Ray]
Generated description
Amy Ray is an American singer-songwriter and musician best known as one half of the folk rock duo Indigo Girls.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amy Ray
Target entity description: Amy Ray is an American singer-songwriter and musician best known as one half of the folk rock duo Indigo Girls.
  • A. Beth Nielsen Chapman
    Beth Nielsen Chapman is an American singer-songwriter known for her emotive, genre-spanning compositions and for writing hit songs recorded by major country and pop artists.
  • B. Valerie Curtin
    Valerie Curtin is an American actress and screenwriter known for her work in film and television, including co-writing the acclaimed legal drama "...And Justice for All."
  • C. Jody Allen
    Jody Allen is an American businesswoman and philanthropist, co-founder of Vulcan Inc. and sister of the late Microsoft co-founder Paul Allen.
  • D. Allison Moorer
    Allison Moorer is an American singer-songwriter known for her blend of country, Americana, and roots music and her emotionally powerful vocal style.
  • E. Martha Snider
    Martha Snider is known as the wife of the late Ed Snider, the influential American businessman and longtime owner of the NHL’s Philadelphia Flyers.
  • 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_69d8e510fa248190b7afb274a1d4cf73 completed April 10, 2026, 11:54 a.m.
NER Named-entity recognition batch_69e640c8aae8819086337e364724f1cb completed April 20, 2026, 3:05 p.m.
NED1 Entity disambiguation (via context triple) batch_6a075f2248088190b75dd2697841ae7b completed May 15, 2026, 6 p.m.
NEDg Description generation batch_6a075fac21e88190b01cac2860891f01 completed May 15, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_6a07604b2fe4819090be363844abf2ec completed May 15, 2026, 6:04 p.m.
Created at: April 10, 2026, 1:43 p.m.