Triple

T23370273
Position Surface form Disambiguated ID Type / Status
Subject Thugger E593450 entity
Predicate notableWork P4 FINISHED
Object single "Hot"
The single "Hot" is a popular hip-hop track by Young Thug (Thugger), known for its catchy hook and prominent influence in contemporary trap music.
E1582813 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: single "Hot" | Statement: [Thugger, notableWork, single "Hot"]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: single "Hot"
Context triple: [Thugger, notableWork, single "Hot"]
  • A. HOT
    HOT is the three-letter National Rail station code assigned to Henley-on-Thames railway station in Oxfordshire, England.
  • B. HOT
    HOT is the stock ticker symbol for Hochtief, a major German construction and infrastructure company.
  • C. HOT
    HOT is the vehicle registration code used on license plates for vehicles registered in the Zwickau district of Germany.
  • D. HOT
    HOT is a major Israeli telecommunications and cable television provider that also produces and broadcasts original Hebrew-language TV series.
  • E. Hot Hot Hot
    "Hot Hot Hot" is a song best known as the B-side to the English post-punk band The Cure’s single "The Walk."
  • 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: single "Hot"
Triple: [Thugger, notableWork, single "Hot"]
Generated description
The single "Hot" is a popular hip-hop track by Young Thug (Thugger), known for its catchy hook and prominent influence in contemporary trap music.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: single "Hot"
Target entity description: The single "Hot" is a popular hip-hop track by Young Thug (Thugger), known for its catchy hook and prominent influence in contemporary trap music.
  • A. HOT
    HOT is the three-letter National Rail station code assigned to Henley-on-Thames railway station in Oxfordshire, England.
  • B. HOT
    HOT is the stock ticker symbol for Hochtief, a major German construction and infrastructure company.
  • C. HOT
    HOT is the vehicle registration code used on license plates for vehicles registered in the Zwickau district of Germany.
  • D. HOT
    HOT is a major Israeli telecommunications and cable television provider that also produces and broadcasts original Hebrew-language TV series.
  • E. Hot Hot Hot
    "Hot Hot Hot" is a song best known as the B-side to the English post-punk band The Cure’s single "The Walk."
  • 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_69e25d2593c88190bcdf4a716a94ccb2 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1a0aff84c8190a5a6bf52adae1c9a completed April 29, 2026, 6:09 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5ddbd8688190ba51358f22b8fb43 completed May 19, 2026, 12:55 p.m.
NEDg Description generation batch_6a0c5f90146c8190b5035747abcfdb6e completed May 19, 2026, 1:03 p.m.
NED2 Entity disambiguation (via description) batch_6a0c601b5d288190b5cf4f3e0c8cde15 completed May 19, 2026, 1:05 p.m.
Created at: April 17, 2026, 5:32 p.m.