Triple

T17172111
Position Surface form Disambiguated ID Type / Status
Subject So Fresh, So Clean E416759 entity
Predicate writer P1360 FINISHED
Object Eugene Hanes
Eugene Hanes is a songwriter best known for co-writing the hit hip-hop track "So Fresh, So Clean" popularized by OutKast.
E1253308 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: Eugene Hanes | Statement: [So Fresh, So Clean, writer, Eugene Hanes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Eugene Hanes
Context triple: [So Fresh, So Clean, writer, Eugene Hanes]
  • A. Luther Hanes
    Luther Hanes is a music producer best known for his work on Beyoncé’s debut solo album "Dangerously in Love."
  • B. Ellis Gamble
    Ellis Gamble was a London goldsmith and engraver best known today as the master under whom the artist William Hogarth served his apprenticeship.
  • C. Clifton C. Williams Jr.
    Clifton C. Williams Jr. was a U.S. Marine Corps officer and NASA astronaut selected in the 1960s who tragically died in a plane crash before flying in space.
  • D. Thomas S. Candler
    Thomas S. Candler was an American jurist who served as a justice on the Supreme Court of Georgia in the mid-20th century.
  • E. Anson Mills
    Anson Mills was a U.S. Army officer and later brigadier general known for his service in the Indian Wars and for inventing the woven cartridge belt.
  • 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: Eugene Hanes
Triple: [So Fresh, So Clean, writer, Eugene Hanes]
Generated description
Eugene Hanes is a songwriter best known for co-writing the hit hip-hop track "So Fresh, So Clean" popularized by OutKast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Eugene Hanes
Target entity description: Eugene Hanes is a songwriter best known for co-writing the hit hip-hop track "So Fresh, So Clean" popularized by OutKast.
  • A. Luther Hanes
    Luther Hanes is a music producer best known for his work on Beyoncé’s debut solo album "Dangerously in Love."
  • B. Ellis Gamble
    Ellis Gamble was a London goldsmith and engraver best known today as the master under whom the artist William Hogarth served his apprenticeship.
  • C. Clifton C. Williams Jr.
    Clifton C. Williams Jr. was a U.S. Marine Corps officer and NASA astronaut selected in the 1960s who tragically died in a plane crash before flying in space.
  • D. Thomas S. Candler
    Thomas S. Candler was an American jurist who served as a justice on the Supreme Court of Georgia in the mid-20th century.
  • E. Anson Mills
    Anson Mills was a U.S. Army officer and later brigadier general known for his service in the Indian Wars and for inventing the woven cartridge belt.
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3fc0ac22481909e992bb3a6ba36ad completed April 18, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0148415c788190a4248b097f323d03 completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a0148efb45081908734c785d8fb833a completed May 11, 2026, 3:11 a.m.
NED2 Entity disambiguation (via description) batch_6a01495631588190a0670ca71dee7b36 completed May 11, 2026, 3:13 a.m.
Created at: April 10, 2026, 5:37 a.m.