Triple

T6787810
Position Surface form Disambiguated ID Type / Status
Subject Never Too Much E155854 entity
Predicate precededBySingle P97 FINISHED
Object Searching
"Searching" is a single by Luther Vandross that preceded his hit song "Never Too Much," showcasing his smooth R&B vocal style early in his solo career.
 E619379 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: Searching | Statement: [Never Too Much, precededBySingle, Searching]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Searching
Context triple: [Never Too Much, precededBySingle, Searching]
  • A. Search and Discovery
    Search and Discovery is a regular Physics Today section that highlights notable recent advances and findings across the physical sciences.
  • B. Searching for Something
    "Searching for Something" is a song featured on the album "Don’t Worry About Me" by Joey Ramone.
  • C. The Search
    "The Search" is a 1948 post–World War II drama film about a young Czech boy and an American soldier, widely recognized as one of Montgomery Clift’s early acclaimed screen performances.
  • D. The Search
    "The Search" is a 2014 war drama film set during the Second Chechen War, following the intertwined stories of a young refugee boy and aid workers amid the conflict’s devastation.
  • E. The Search
    "The Search" is a song featured on Del Shannon's album "Runaway with Del Shannon," showcasing his signature early 1960s rock and roll style.
  • 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: Searching
Triple: [Never Too Much, precededBySingle, Searching]
Generated description
"Searching" is a single by Luther Vandross that preceded his hit song "Never Too Much," showcasing his smooth R&B vocal style early in his solo career.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Searching
Target entity description: "Searching" is a single by Luther Vandross that preceded his hit song "Never Too Much," showcasing his smooth R&B vocal style early in his solo career.
  • A. Search and Discovery
    Search and Discovery is a regular Physics Today section that highlights notable recent advances and findings across the physical sciences.
  • B. Searching for Something
    "Searching for Something" is a song featured on the album "Don’t Worry About Me" by Joey Ramone.
  • C. The Search
    "The Search" is a 1948 post–World War II drama film about a young Czech boy and an American soldier, widely recognized as one of Montgomery Clift’s early acclaimed screen performances.
  • D. The Search
    "The Search" is a 2014 war drama film set during the Second Chechen War, following the intertwined stories of a young refugee boy and aid workers amid the conflict’s devastation.
  • E. The Search
    "The Search" is a song featured on Del Shannon's album "Runaway with Del Shannon," showcasing his signature early 1960s rock and roll style.
  • 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_69c6881770fc8190972b2906390380f5 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2907d0081908291aad66048b8b1 completed March 27, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c71a871a84819098891f66c6e5b579 completed March 28, 2026, 12:02 a.m.
NEDg Description generation batch_69c71b6b87d8819085e6ae122f042626 completed March 28, 2026, 12:06 a.m.
NED2 Entity disambiguation (via description) batch_69c71c00f86c819099ef6ae0766e9f3a completed March 28, 2026, 12:08 a.m.
Created at: March 27, 2026, 2:14 p.m.