Triple

T12780679
Position Surface form Disambiguated ID Type / Status
Subject Claude C. Hopkins E305498 entity
Predicate field P3 FINISHED
Object scientific advertising
Scientific advertising is a data-driven approach to creating and testing advertisements, emphasizing measurable results, consumer psychology, and systematic experimentation to improve marketing effectiveness.
 E1003438 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: scientific advertising | Statement: [Claude C. Hopkins, field, scientific advertising]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: scientific advertising
Context triple: [Claude C. Hopkins, field, scientific advertising]
  • A. SCI
    SCI is the abbreviation for the Strategic Computing Initiative, a U.S. Defense Advanced Research Projects Agency (DARPA) program from the 1980s that aimed to advance artificial intelligence and high-performance computing for military applications.
  • B. SCI
    SCI is a widely used citation indexing service that tracks and analyzes references in leading scientific journals to assess research impact and influence.
  • C. SCI
    SCI is the Small Carry-on Impactor, an explosive device on Japan’s Hayabusa2 spacecraft designed to create an artificial crater on asteroid Ryugu to expose and sample subsurface material.
  • D. .ad
    .ad is the country code top-level domain (ccTLD) assigned to the Principality of Andorra for use in internet addresses.
  • E. .sc
    .sc is the country code top-level domain (ccTLD) assigned to the Republic of Seychelles for use in internet addresses.
  • 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: scientific advertising
Triple: [Claude C. Hopkins, field, scientific advertising]
Generated description
Scientific advertising is a data-driven approach to creating and testing advertisements, emphasizing measurable results, consumer psychology, and systematic experimentation to improve marketing effectiveness.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: scientific advertising
Target entity description: Scientific advertising is a data-driven approach to creating and testing advertisements, emphasizing measurable results, consumer psychology, and systematic experimentation to improve marketing effectiveness.
  • A. SCI
    SCI is the abbreviation for the Strategic Computing Initiative, a U.S. Defense Advanced Research Projects Agency (DARPA) program from the 1980s that aimed to advance artificial intelligence and high-performance computing for military applications.
  • B. SCI
    SCI is a widely used citation indexing service that tracks and analyzes references in leading scientific journals to assess research impact and influence.
  • C. SCI
    SCI is the Small Carry-on Impactor, an explosive device on Japan’s Hayabusa2 spacecraft designed to create an artificial crater on asteroid Ryugu to expose and sample subsurface material.
  • D. .ad
    .ad is the country code top-level domain (ccTLD) assigned to the Principality of Andorra for use in internet addresses.
  • E. .sc
    .sc is the country code top-level domain (ccTLD) assigned to the Republic of Seychelles for use in internet addresses.
  • 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_69d7bdf2b43c819098ae5aa68e61ea58 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e5a5680819095dcd491486d23e7 completed April 10, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f685030cbc8190856bf5254e231d25 completed May 2, 2026, 11:13 p.m.
NEDg Description generation batch_69f685dc63f48190bb68f9859e99e3b4 completed May 2, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69f68a92226881909600555332c2c370 completed May 2, 2026, 11:36 p.m.
Created at: April 9, 2026, 5:29 p.m.