Triple

T22975620
Position Surface form Disambiguated ID Type / Status
Subject Apple "Mac vs. PC" campaign E571307 entity
Predicate notableSpot P120901 FINISHED
Object "Better"
"Better" is a well-known commercial from Apple's "Get a Mac" campaign that humorously contrasts the advantages of Macs over PCs through the personified characters "Mac" and "PC."
 E1564203 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: "Better" | Statement: [Apple "Mac vs. PC" campaign, notableSpot, "Better"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: "Better"
Context triple: [Apple "Mac vs. PC" campaign, notableSpot, "Better"]
  • A. "Better"
    "Better" is a soulful pop song by American singer Haley Reinhart, showcasing her powerful vocals and retro-influenced style.
  • B. Even Better
    Even Better is a Clinique skincare and makeup line focused on improving skin tone, radiance, and discoloration.
  • C. Much Better
    "Much Better" is a pop-rock song by the Jonas Brothers featured on their 2009 album *Lines, Vines and Trying Times*.
  • D. Better
    Better is a UK-based charitable social enterprise that operates leisure centres, gyms, and sports facilities on behalf of local authorities.
  • E. Better
    "Better" is a mellow R&B single by American singer Khalid, known for its smooth production and themes of late-night romance.
  • 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: "Better"
Triple: [Apple "Mac vs. PC" campaign, notableSpot, "Better"]
Generated description
"Better" is a well-known commercial from Apple's "Get a Mac" campaign that humorously contrasts the advantages of Macs over PCs through the personified characters "Mac" and "PC."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: "Better"
Target entity description: "Better" is a well-known commercial from Apple's "Get a Mac" campaign that humorously contrasts the advantages of Macs over PCs through the personified characters "Mac" and "PC."
  • A. "Better"
    "Better" is a soulful pop song by American singer Haley Reinhart, showcasing her powerful vocals and retro-influenced style.
  • B. Even Better
    Even Better is a Clinique skincare and makeup line focused on improving skin tone, radiance, and discoloration.
  • C. Much Better
    "Much Better" is a pop-rock song by the Jonas Brothers featured on their 2009 album *Lines, Vines and Trying Times*.
  • D. Better
    Better is a UK-based charitable social enterprise that operates leisure centres, gyms, and sports facilities on behalf of local authorities.
  • E. Better
    "Better" is a mellow R&B single by American singer Khalid, known for its smooth production and themes of late-night romance.
  • 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_69e245b2c6548190a0e4c7f2f7df2d48 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18235de508190ab9675d005870ff6 completed April 29, 2026, 3:59 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bca2a23a4819084b0515313dbd2e8 completed May 19, 2026, 2:25 a.m.
NEDg Description generation batch_6a0bccfc76ec8190bf03fb580f4a5b50 completed May 19, 2026, 2:37 a.m.
NED2 Entity disambiguation (via description) batch_6a0bcd615d9081908b30ad2f2efcf4ea completed May 19, 2026, 2:39 a.m.
Created at: April 17, 2026, 3:48 p.m.