Triple

T1880935
Position Surface form Disambiguated ID Type / Status
Subject The Beginning E39851 entity
Predicate producer P490 FINISHED
Object Apl.de.ap
Apl.de.ap is a Filipino-American rapper, record producer, and founding member of the Grammy-winning hip hop group The Black Eyed Peas.
 E210380 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: Apl.de.ap | Statement: [The Beginning, producer, Apl.de.ap]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Apl.de.ap
Context triple: [The Beginning, producer, Apl.de.ap]
  • A. Nottz
    Nottz is an American hip-hop producer known for his soulful, sample-based beats and work with artists such as Kanye West, Busta Rhymes, and Snoop Dogg.
  • B. Rema
    Rema is a Nigerian singer, songwriter, and rapper known for his influential role in modern Afrobeats and hit songs like "Dumebi" and "Calm Down."
  • C. Robi
    Robi is a common Hungarian diminutive form of the male given name Róbert.
  • D. Doja Cat
    Doja Cat is an American rapper, singer, songwriter, and producer known for her genre-blending pop and hip-hop hits, viral online presence, and visually inventive music videos.
  • E. Desiigner
    Desiigner is an American rapper and songwriter best known for his 2015 hit single "Panda."
  • 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: Apl.de.ap
Triple: [The Beginning, producer, Apl.de.ap]
Generated description
Apl.de.ap is a Filipino-American rapper, record producer, and founding member of the Grammy-winning hip hop group The Black Eyed Peas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Apl.de.ap
Target entity description: Apl.de.ap is a Filipino-American rapper, record producer, and founding member of the Grammy-winning hip hop group The Black Eyed Peas.
  • A. Nottz
    Nottz is an American hip-hop producer known for his soulful, sample-based beats and work with artists such as Kanye West, Busta Rhymes, and Snoop Dogg.
  • B. Rema
    Rema is a Nigerian singer, songwriter, and rapper known for his influential role in modern Afrobeats and hit songs like "Dumebi" and "Calm Down."
  • C. Robi
    Robi is a common Hungarian diminutive form of the male given name Róbert.
  • D. Doja Cat
    Doja Cat is an American rapper, singer, songwriter, and producer known for her genre-blending pop and hip-hop hits, viral online presence, and visually inventive music videos.
  • E. Desiigner
    Desiigner is an American rapper and songwriter best known for his 2015 hit single "Panda."
  • 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_69a88633e4fc8190b7eb40463e048ec5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb0fb95b48190af5286662c8b9734 completed March 7, 2026, 5 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf5c55e081909fc6912e1283a73a completed March 8, 2026, 8:43 p.m.
NEDg Description generation batch_69ade089c3848190a730957799b08993 completed March 8, 2026, 8:48 p.m.
NED2 Entity disambiguation (via description) batch_69ade14bd7e48190bf7d4832a4d46992 completed March 8, 2026, 8:51 p.m.
Created at: March 4, 2026, 7:34 p.m.