Triple

T6086369
Position Surface form Disambiguated ID Type / Status
Subject Michelle Branch E135647 entity
Predicate notableWork P4 FINISHED
Object Sooner or Later
"Sooner or Later" is a country-pop song by American singer-songwriter Michelle Branch, released as a single from her 2010 album "Everything Comes and Goes."
 E566455 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: Sooner or Later | Statement: [Michelle Branch, notableWork, Sooner or Later]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sooner or Later
Context triple: [Michelle Branch, notableWork, Sooner or Later]
  • A. Too Late
    "Too Late" is a socially conscious hip-hop track by Reflection Eternal (Talib Kweli and Hi-Tek), known for its reflective lyrics and soulful production.
  • B. Too Late
    "Too Late" is a song by the American rock band Train of Thought.
  • C. That Time
    "That Time" is a short monologue play by Samuel Beckett, known for its fragmented narrative and demanding performance, notably interpreted by actress Billie Whitelaw.
  • D. Never Really Over
    "Never Really Over" is a 2019 electropop single by American singer Katy Perry that explores the lingering emotions of a past relationship.
  • E. The Last Time
    "The Last Time" is a song by Rihanna from her debut studio album, Music of the Sun, showcasing her early blend of Caribbean-influenced pop and R&B.
  • 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: Sooner or Later
Triple: [Michelle Branch, notableWork, Sooner or Later]
Generated description
"Sooner or Later" is a country-pop song by American singer-songwriter Michelle Branch, released as a single from her 2010 album "Everything Comes and Goes."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sooner or Later
Target entity description: "Sooner or Later" is a country-pop song by American singer-songwriter Michelle Branch, released as a single from her 2010 album "Everything Comes and Goes."
  • A. Too Late
    "Too Late" is a socially conscious hip-hop track by Reflection Eternal (Talib Kweli and Hi-Tek), known for its reflective lyrics and soulful production.
  • B. Too Late
    "Too Late" is a song by the American rock band Train of Thought.
  • C. That Time
    "That Time" is a short monologue play by Samuel Beckett, known for its fragmented narrative and demanding performance, notably interpreted by actress Billie Whitelaw.
  • D. Never Really Over
    "Never Really Over" is a 2019 electropop single by American singer Katy Perry that explores the lingering emotions of a past relationship.
  • E. The Last Time
    "The Last Time" is a song by Rihanna from her debut studio album, Music of the Sun, showcasing her early blend of Caribbean-influenced pop and R&B.
  • 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_69c0087bcc788190b20f093d3a6c60ec completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c0578a8b8081908490e447ae3419f9 completed March 22, 2026, 8:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c11d60e824819098a9f5fc5cc00be4 completed March 23, 2026, 11 a.m.
NEDg Description generation batch_69c11e4454948190a8f4643cb55e673a completed March 23, 2026, 11:04 a.m.
NED2 Entity disambiguation (via description) batch_69c11ec554688190bfe184608944a15e completed March 23, 2026, 11:06 a.m.
Created at: March 22, 2026, 4:12 p.m.