Triple

T6478310
Position Surface form Disambiguated ID Type / Status
Subject Hit 'Em Up E146126 entity
Predicate vocalContributor P44280 FINISHED
Object Kastro
Kastro is an American rapper best known as a member of Tupac Shakur’s group Outlawz and for his contributions to several of Tupac’s recordings.
 E596995 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: Kastro | Statement: [Hit 'Em Up, vocalContributor, Kastro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kastro
Context triple: [Hit 'Em Up, vocalContributor, Kastro]
  • A. Caibiran
    Caibiran is a coastal municipality on Biliran Island in the Eastern Visayas region of the Philippines, known for its natural springs and rural landscape.
  • B. Kaiapoi
    Kaiapoi is a town in the Waimakariri District of Canterbury, New Zealand, known historically as a river port and service center for the surrounding rural area.
  • C. Kalloni
    Kalloni is a town on the Greek island of Lesbos, known for its large bay, salt pans, and rich birdlife.
  • D. Kamiros
    Kamiros is an ancient city and archaeological site on the northwest coast of Rhodes, known for its well-preserved Hellenistic ruins and grid-planned layout.
  • E. Atalaya
    Atalaya is a small Peruvian river port town in the Amazon rainforest, serving as a regional hub for transport and trade.
  • 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: Kastro
Triple: [Hit 'Em Up, vocalContributor, Kastro]
Generated description
Kastro is an American rapper best known as a member of Tupac Shakur’s group Outlawz and for his contributions to several of Tupac’s recordings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kastro
Target entity description: Kastro is an American rapper best known as a member of Tupac Shakur’s group Outlawz and for his contributions to several of Tupac’s recordings.
  • A. Caibiran
    Caibiran is a coastal municipality on Biliran Island in the Eastern Visayas region of the Philippines, known for its natural springs and rural landscape.
  • B. Kaiapoi
    Kaiapoi is a town in the Waimakariri District of Canterbury, New Zealand, known historically as a river port and service center for the surrounding rural area.
  • C. Kalloni
    Kalloni is a town on the Greek island of Lesbos, known for its large bay, salt pans, and rich birdlife.
  • D. Kamiros
    Kamiros is an ancient city and archaeological site on the northwest coast of Rhodes, known for its well-preserved Hellenistic ruins and grid-planned layout.
  • E. Atalaya
    Atalaya is a small Peruvian river port town in the Amazon rainforest, serving as a regional hub for transport and trade.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a4d35f08190a94143367b1d45c5 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653aa82808190a1e9d420e81d7839 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6542017f4819085efe545dd25060f completed March 27, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69c656d3533c819091a4255e354eccab completed March 27, 2026, 10:07 a.m.
Created at: March 22, 2026, 4:51 p.m.