Triple

T19664788
Position Surface form Disambiguated ID Type / Status
Subject The Grass Roots E472172 entity
Predicate notableWork P4 FINISHED
Object Sooner or Later
"Sooner or Later" is a 1971 pop-rock hit single by The Grass Roots, known for its catchy melody and chart success in the early 1970s.
 E1389744 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: [The Grass Roots, notableWork, Sooner or Later]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sooner or Later
Context triple: [The Grass Roots, notableWork, Sooner or Later]
  • A. 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."
  • B. Sooner or Later
    "Sooner or Later" is a track from Rise Against’s album "Nowhere Generation," reflecting the band’s melodic punk rock style and socially conscious themes.
  • C. So Late So Soon
    So Late So Soon is a documentary film that intimately portrays the later years and evolving relationship of an aging artist couple in Chicago.
  • D. When It's Over
    "When It's Over" is a 2001 pop rock single by American band Sugar Ray, known for its laid-back, radio-friendly sound and catchy chorus.
  • E. Till Then
    "Till Then" is a popular 1944 sentimental ballad by The Mills Brothers that became one of their signature wartime hits.
  • 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: [The Grass Roots, notableWork, Sooner or Later]
Generated description
"Sooner or Later" is a 1971 pop-rock hit single by The Grass Roots, known for its catchy melody and chart success in the early 1970s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sooner or Later
Target entity description: "Sooner or Later" is a 1971 pop-rock hit single by The Grass Roots, known for its catchy melody and chart success in the early 1970s.
  • A. 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."
  • B. Sooner or Later
    "Sooner or Later" is a track from Rise Against’s album "Nowhere Generation," reflecting the band’s melodic punk rock style and socially conscious themes.
  • C. So Late So Soon
    So Late So Soon is a documentary film that intimately portrays the later years and evolving relationship of an aging artist couple in Chicago.
  • D. When It's Over
    "When It's Over" is a 2001 pop rock single by American band Sugar Ray, known for its laid-back, radio-friendly sound and catchy chorus.
  • E. Till Then
    "Till Then" is a popular 1944 sentimental ballad by The Mills Brothers that became one of their signature wartime hits.
  • 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_69d8e514f2e08190ba70a4449519d218 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6416749d48190b141a6acd20c9694 completed April 20, 2026, 3:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0787b8bb748190bd8aad409b823431 completed May 15, 2026, 8:53 p.m.
NEDg Description generation batch_6a078c884c4c819080751e454da78741 completed May 15, 2026, 9:13 p.m.
NED2 Entity disambiguation (via description) batch_6a078cf38ce88190b5c2c95b6a29cc60 completed May 15, 2026, 9:15 p.m.
Created at: April 10, 2026, 1:45 p.m.