Triple

T2731744
Position Surface form Disambiguated ID Type / Status
Subject The Temptations E60329 entity
Predicate notableWork P4 FINISHED
Object The Way You Do the Things You Do
"The Way You Do the Things You Do" is a 1964 Motown hit single by The Temptations, celebrated as one of their breakthrough songs and a classic of the soul genre.
 E292570 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: The Way You Do the Things You Do | Statement: [The Temptations, notableWork, The Way You Do the Things You Do]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Way You Do the Things You Do
Context triple: [The Temptations, notableWork, The Way You Do the Things You Do]
  • A. Doin' My Thing
    "Doin' My Thing" is a country music studio album by American singer Luke Bryan that helped establish his mainstream success with a blend of traditional and contemporary country sounds.
  • B. Any Way You Want It
    "Any Way You Want It" is a high-energy rock song by the American band Journey, best known for its catchy chorus and enduring popularity as a classic rock radio staple.
  • C. Any Which Way You Can
    Any Which Way You Can is a 1980 action-comedy film starring Clint Eastwood that follows a bare-knuckle brawler and his orangutan companion in a series of misadventures.
  • D. That’s the Way It Is
    "That’s the Way It Is" is an upbeat pop song by Celine Dion, released in 1999 and known for its empowering lyrics and strong vocal performance.
  • E. On a Good Day
    "On a Good Day" is a brief, piano-driven folk song by Joanna Newsom, known for its delicate melody and introspective lyrics.
  • 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: The Way You Do the Things You Do
Triple: [The Temptations, notableWork, The Way You Do the Things You Do]
Generated description
"The Way You Do the Things You Do" is a 1964 Motown hit single by The Temptations, celebrated as one of their breakthrough songs and a classic of the soul genre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Way You Do the Things You Do
Target entity description: "The Way You Do the Things You Do" is a 1964 Motown hit single by The Temptations, celebrated as one of their breakthrough songs and a classic of the soul genre.
  • A. Doin' My Thing
    "Doin' My Thing" is a country music studio album by American singer Luke Bryan that helped establish his mainstream success with a blend of traditional and contemporary country sounds.
  • B. Any Way You Want It
    "Any Way You Want It" is a high-energy rock song by the American band Journey, best known for its catchy chorus and enduring popularity as a classic rock radio staple.
  • C. Any Which Way You Can
    Any Which Way You Can is a 1980 action-comedy film starring Clint Eastwood that follows a bare-knuckle brawler and his orangutan companion in a series of misadventures.
  • D. That’s the Way It Is
    "That’s the Way It Is" is an upbeat pop song by Celine Dion, released in 1999 and known for its empowering lyrics and strong vocal performance.
  • E. On a Good Day
    "On a Good Day" is a brief, piano-driven folk song by Joanna Newsom, known for its delicate melody and introspective lyrics.
  • 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_69ab4b75cd908190b691ef0d1801acda completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdaf011548190beb9c3feee7b743f completed March 7, 2026, 7:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69afb69eeedc81908ad654de9e1259ea completed March 10, 2026, 6:13 a.m.
NEDg Description generation batch_69afb703a5f8819097b71e19db11feaf completed March 10, 2026, 6:15 a.m.
NED2 Entity disambiguation (via description) batch_69afb7acf3588190813bde4428dfe5f4 completed March 10, 2026, 6:18 a.m.
Created at: March 6, 2026, 9:56 p.m.