Triple

T646647
Position Surface form Disambiguated ID Type / Status
Subject GMC E11255 entity
Predicate brandSlogan P42 FINISHED
Object We Are Professional Grade
"We Are Professional Grade" is GMC's marketing slogan emphasizing the brand's focus on durable, high-quality, professional-grade trucks and SUVs.
E80697 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: We Are Professional Grade | Statement: [GMC, brandSlogan, We Are Professional Grade]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: We Are Professional Grade
Context triple: [GMC, brandSlogan, We Are Professional Grade]
  • A. Stronger at Home, Respected in the World
    Stronger at Home, Respected in the World was the central campaign slogan used by John Kerry during his 2004 U.S. presidential run, emphasizing domestic strength and international respect.
  • B. Aim High
    "Aim High" is a song by John Legend from his R&B album *Love in the Future*.
  • C. What They Do
    "What They Do" is a socially conscious hip hop track by The Roots, noted for its smooth, jazz-influenced production and satirical critique of mainstream rap culture.
  • D. On Practice
    "On Practice" is a philosophical essay by Mao Zedong that expounds a Marxist theory of knowledge, emphasizing the primacy of practical experience in the formation and testing of ideas.
  • E. Completely Well
    Completely Well is a 1969 blues album by B.B. King that features his iconic, crossover hit "The Thrill Is Gone."
  • 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: We Are Professional Grade
Triple: [GMC, brandSlogan, We Are Professional Grade]
Generated description
"We Are Professional Grade" is GMC's marketing slogan emphasizing the brand's focus on durable, high-quality, professional-grade trucks and SUVs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: We Are Professional Grade
Target entity description: "We Are Professional Grade" is GMC's marketing slogan emphasizing the brand's focus on durable, high-quality, professional-grade trucks and SUVs.
  • A. Stronger at Home, Respected in the World
    Stronger at Home, Respected in the World was the central campaign slogan used by John Kerry during his 2004 U.S. presidential run, emphasizing domestic strength and international respect.
  • B. Aim High
    "Aim High" is a song by John Legend from his R&B album *Love in the Future*.
  • C. What They Do
    "What They Do" is a socially conscious hip hop track by The Roots, noted for its smooth, jazz-influenced production and satirical critique of mainstream rap culture.
  • D. On Practice
    "On Practice" is a philosophical essay by Mao Zedong that expounds a Marxist theory of knowledge, emphasizing the primacy of practical experience in the formation and testing of ideas.
  • E. Completely Well
    Completely Well is a 1969 blues album by B.B. King that features his iconic, crossover hit "The Thrill Is Gone."
  • 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_69a493266a2881909daf4c40f719dee8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49f1b24b08190897d8aedb877bd83 completed March 1, 2026, 8:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69a57b5a0c0c81909aa3339d7ba62a0d completed March 2, 2026, 11:58 a.m.
NEDg Description generation batch_69a57dbf6b1c8190981f9d85f721a7db completed March 2, 2026, 12:08 p.m.
NED2 Entity disambiguation (via description) batch_69a57e2762908190957f71686d107483 completed March 2, 2026, 12:10 p.m.
Created at: March 1, 2026, 7:36 p.m.