Triple

T14488283
Position Surface form Disambiguated ID Type / Status
Subject Who's Laughing Now E359293 entity
Predicate lyricist P1360 FINISHED
Object Kyle Abrahams
Kyle Abrahams is a songwriter best known as the lyricist of the track "Who's Laughing Now."
E1107871 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: Kyle Abrahams | Statement: [Who's Laughing Now, lyricist, Kyle Abrahams]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kyle Abrahams
Context triple: [Who's Laughing Now, lyricist, Kyle Abrahams]
  • A. Kyle Abrahams
    Kyle Abrahams is a songwriter best known for co-writing the hit single "Do It Like a Dude."
  • B. Jake Abel
    Jake Abel is an American actor known for his roles in films such as "The Host," "Percy Jackson & the Olympians: The Lightning Thief," and "I Am Number Four."
  • C. Aaron Burckhard
    Aaron Burckhard is an American drummer best known as one of the earliest drummers for the grunge band Nirvana during its formative years.
  • D. Matthew Skemp
    Matthew Skemp is a musician best known as a member of the experimental indie rock band Volcano Choir.
  • E. Matthew Skemp
    Matthew Skemp is a musician best known as a member of the experimental indie rock band Collections of Colonies of Bees.
  • 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: Kyle Abrahams
Triple: [Who's Laughing Now, lyricist, Kyle Abrahams]
Generated description
Kyle Abrahams is a songwriter best known as the lyricist of the track "Who's Laughing Now."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kyle Abrahams
Target entity description: Kyle Abrahams is a songwriter best known as the lyricist of the track "Who's Laughing Now."
  • A. Kyle Abrahams
    Kyle Abrahams is a songwriter best known for co-writing the hit single "Do It Like a Dude."
  • B. Jake Abel
    Jake Abel is an American actor known for his roles in films such as "The Host," "Percy Jackson & the Olympians: The Lightning Thief," and "I Am Number Four."
  • C. Aaron Burckhard
    Aaron Burckhard is an American drummer best known as one of the earliest drummers for the grunge band Nirvana during its formative years.
  • D. Matthew Skemp
    Matthew Skemp is a musician best known as a member of the experimental indie rock band Volcano Choir.
  • E. Matthew Skemp
    Matthew Skemp is a musician best known as a member of the experimental indie rock band Collections of Colonies of Bees.
  • 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_69d8279740308190af9df93a3af8592e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de930bd1d48190abd6c47da0a3ebc8 completed April 14, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94a7187c81909f173c2fb70509f5 completed May 8, 2026, 7:45 a.m.
NEDg Description generation batch_69fd96860ba48190af21941197a97c97 completed May 8, 2026, 7:53 a.m.
NED2 Entity disambiguation (via description) batch_69fd974aa0688190916c8d79a68809ee completed May 8, 2026, 7:56 a.m.
Created at: April 10, 2026, 1:20 a.m.