Triple

T10432120
Position Surface form Disambiguated ID Type / Status
Subject Love Lies E245939 entity
Predicate writer P1360 FINISHED
Object Khalid
Khalid is an American R&B singer and songwriter known for his soulful vocals and emotionally resonant, contemporary pop-infused tracks.
 E68451 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: Khalid | Statement: [Love Lies, writer, Khalid]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Khalid
Context triple: [Love Lies, writer, Khalid]
  • A. Khalid
    Khalid is an American R&B and pop singer-songwriter known for his smooth vocals and breakout hits like "Location" and "Young Dumb & Broke."
  • B. Khalid
    Khalid is a common Arabic male given name, widely used across the Middle East and beyond, meaning "eternal" or "immortal."
  • C. Jason Derulo
    Jason Derulo is an American singer, songwriter, and dancer known for his chart-topping pop and R&B hits and dynamic performances.
  • D. Jon Bellion
    Jon Bellion is an American singer, songwriter, rapper, and producer known for his genre-blending pop and hip-hop sound and for writing and producing hits for both himself and other major artists.
  • E. Austin Mahone
    Austin Mahone is an American pop singer and songwriter who gained fame in the early 2010s through YouTube covers and hit singles like "What About Love" and "Mmm Yeah."
  • 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: Khalid
Triple: [Love Lies, writer, Khalid]
Generated description
Khalid is an American R&B singer and songwriter known for his soulful vocals and emotionally resonant, contemporary pop-infused tracks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Khalid
Target entity description: Khalid is an American R&B singer and songwriter known for his soulful vocals and emotionally resonant, contemporary pop-infused tracks.
  • A. Khalid chosen
    Khalid is an American R&B and pop singer-songwriter known for his smooth vocals and breakout hits like "Location" and "Young Dumb & Broke."
  • B. Khalid
    Khalid is a common Arabic male given name, widely used across the Middle East and beyond, meaning "eternal" or "immortal."
  • C. Jason Derulo
    Jason Derulo is an American singer, songwriter, and dancer known for his chart-topping pop and R&B hits and dynamic performances.
  • D. Jon Bellion
    Jon Bellion is an American singer, songwriter, rapper, and producer known for his genre-blending pop and hip-hop sound and for writing and producing hits for both himself and other major artists.
  • E. Austin Mahone
    Austin Mahone is an American pop singer and songwriter who gained fame in the early 2010s through YouTube covers and hit singles like "What About Love" and "Mmm Yeah."
  • F. None of above.

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_69d381bf3dc08190bf35a2643e4e8f22 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4ea64f12c81909861d0d5165da2a2 completed April 7, 2026, 11:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69d90d9ed4988190b4fee055eaad39c5 completed April 10, 2026, 2:47 p.m.
NEDg Description generation batch_69d9107c75108190994939ab46aa642f completed April 10, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_69d9154c922c81909991f87f89c083cd completed April 10, 2026, 3:20 p.m.
Created at: April 6, 2026, 12:13 p.m.