Triple

T13855155
Position Surface form Disambiguated ID Type / Status
Subject Little Big Town E333044 entity
Predicate notableSongwriterCollaboration P8554 FINISHED
Object Lori McKenna
Lori McKenna is an American singer-songwriter renowned for her emotionally rich, narrative-driven country and folk songs, many of which have become major hits for other artists.
 E1074585 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: Lori McKenna | Statement: [Little Big Town, notableSongwriterCollaboration, Lori McKenna]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lori McKenna
Context triple: [Little Big Town, notableSongwriterCollaboration, Lori McKenna]
  • A. Lindy Layton
    Lindy Layton is a British singer best known for her work in the early 1990s dance and electronic music scene, including the hit single "Dub Be Good to Me."
  • B. Annaleigh Ashford
    Annaleigh Ashford is a Tony Award–winning American actress, singer, and dancer known for her work in Broadway musicals and television.
  • C. Amanda Shires
    Amanda Shires is an American singer-songwriter, fiddler, and member of the country supergroup The Highwomen, known for her genre-blending Americana and folk-influenced music.
  • D. Natalie Hemby
    Natalie Hemby is an American singer-songwriter best known for her acclaimed country and Americana songwriting for artists like Miranda Lambert and for her work as a member of the supergroup The Highwomen.
  • E. Shelby Lynne
    Shelby Lynne is an American singer-songwriter known for her soulful blend of country, pop, and Americana, as well as her Grammy-winning vocal performances.
  • 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: Lori McKenna
Triple: [Little Big Town, notableSongwriterCollaboration, Lori McKenna]
Generated description
Lori McKenna is an American singer-songwriter renowned for her emotionally rich, narrative-driven country and folk songs, many of which have become major hits for other artists.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lori McKenna
Target entity description: Lori McKenna is an American singer-songwriter renowned for her emotionally rich, narrative-driven country and folk songs, many of which have become major hits for other artists.
  • A. Lindy Layton
    Lindy Layton is a British singer best known for her work in the early 1990s dance and electronic music scene, including the hit single "Dub Be Good to Me."
  • B. Annaleigh Ashford
    Annaleigh Ashford is a Tony Award–winning American actress, singer, and dancer known for her work in Broadway musicals and television.
  • C. Amanda Shires
    Amanda Shires is an American singer-songwriter, fiddler, and member of the country supergroup The Highwomen, known for her genre-blending Americana and folk-influenced music.
  • D. Natalie Hemby
    Natalie Hemby is an American singer-songwriter best known for her acclaimed country and Americana songwriting for artists like Miranda Lambert and for her work as a member of the supergroup The Highwomen.
  • E. Shelby Lynne
    Shelby Lynne is an American singer-songwriter known for her soulful blend of country, pop, and Americana, as well as her Grammy-winning vocal performances.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02db9c9c81909bb2d2fbfb7394b1 completed April 14, 2026, 9:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69fbac824a60819090894504dbb41de9 completed May 6, 2026, 9:02 p.m.
NEDg Description generation batch_69fbb09e625881909c09e4f53bc99f41 completed May 6, 2026, 9:20 p.m.
NED2 Entity disambiguation (via description) batch_69fbb0db5a78819097704f0e7b942427 completed May 6, 2026, 9:21 p.m.
Created at: April 9, 2026, 10:14 p.m.