Triple

T10964208
Position Surface form Disambiguated ID Type / Status
Subject What Makes You Country E259052 entity
Predicate track P17929 FINISHED
Object Like You Say You Do
"Like You Say You Do" is a country song by Luke Bryan featured on his 2017 studio album "What Makes You Country."
 E897282 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: Like You Say You Do | Statement: [What Makes You Country, track, Like You Say You Do]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Like You Say You Do
Context triple: [What Makes You Country, track, Like You Say You Do]
  • A. Love You I Do
    "Love You I Do" is a soulful R&B song performed by Jennifer Hudson in the 2006 film adaptation of the musical Dreamgirls, for which she won an Academy Award.
  • B. Nobody but You
    "Nobody but You" is a country duet by Blake Shelton and Gwen Stefani that became a popular romantic hit upon its release in 2020.
  • C. Nobody Loves Me Like You Do
    "Nobody Loves Me Like You Do" is a romantic ballad best known from its hit duet recording by Anne Murray and Dave Loggins in the 1980s.
  • D. More Than You Can Say
    More Than You Can Say is a comic novel by British writer Paul Torday that follows a disgraced ex-soldier on a quixotic journey from London to the Middle East to repay a gambling debt.
  • E. Nobody But You
    "Nobody But You" is a song featured on James Taylor's 1972 album *One Man Dog*.
  • 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: Like You Say You Do
Triple: [What Makes You Country, track, Like You Say You Do]
Generated description
"Like You Say You Do" is a country song by Luke Bryan featured on his 2017 studio album "What Makes You Country."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Like You Say You Do
Target entity description: "Like You Say You Do" is a country song by Luke Bryan featured on his 2017 studio album "What Makes You Country."
  • A. Love You I Do
    "Love You I Do" is a soulful R&B song performed by Jennifer Hudson in the 2006 film adaptation of the musical Dreamgirls, for which she won an Academy Award.
  • B. Nobody but You
    "Nobody but You" is a country duet by Blake Shelton and Gwen Stefani that became a popular romantic hit upon its release in 2020.
  • C. Nobody Loves Me Like You Do
    "Nobody Loves Me Like You Do" is a romantic ballad best known from its hit duet recording by Anne Murray and Dave Loggins in the 1980s.
  • D. More Than You Can Say
    More Than You Can Say is a comic novel by British writer Paul Torday that follows a disgraced ex-soldier on a quixotic journey from London to the Middle East to repay a gambling debt.
  • E. Nobody But You
    "Nobody But You" is a song featured on James Taylor's 1972 album *One Man Dog*.
  • 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_69d6aa88500c819097d7032ca578e74f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d77147f7108190a3b68ba1dd1c130e completed April 9, 2026, 9:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d77277108190979f1b1edeac8964 completed April 18, 2026, 12:59 a.m.
NEDg Description generation batch_69e2ff1ffb8c8190ba97f3c2e3c8c601 completed April 18, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69e3261cc4f48190ba0e5645f37cd4b5 completed April 18, 2026, 6:35 a.m.
Created at: April 8, 2026, 9:23 p.m.