Triple

T22957353
Position Surface form Disambiguated ID Type / Status
Subject A Walk Among the Tombstones E570796 entity
Predicate starring P1507 FINISHED
Object Astro
Astro is a South Korean rapper, singer, and actor best known as a member of the boy group UB40 and for his distinctive toasting style.
 E1563009 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: Astro | Statement: [A Walk Among the Tombstones, starring, Astro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Astro
Context triple: [A Walk Among the Tombstones, starring, Astro]
  • A. Astro
    Astro is the lovable, talking family dog in the animated television series "The Jetsons."
  • B. Astro
    Astro was a British musician and vocalist best known as a longtime member of the reggae and pop band UB40.
  • C. Astro
    Astro is the nickname of Astro Teller, an American entrepreneur, scientist, and author best known as the head of X (formerly Google X), Alphabet’s experimental “moonshot factory.”
  • D. ASTRO
    ASTRO is the leading professional organization in the United States for radiation oncologists and other specialists involved in radiation therapy for cancer and other diseases.
  • E. O Astro
    O Astro is a Brazilian telenovela renowned for its compelling blend of mystery, romance, and drama, which earned it international acclaim and major television awards.
  • 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: Astro
Triple: [A Walk Among the Tombstones, starring, Astro]
Generated description
Astro is a South Korean rapper, singer, and actor best known as a member of the boy group UB40 and for his distinctive toasting style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Astro
Target entity description: Astro is a South Korean rapper, singer, and actor best known as a member of the boy group UB40 and for his distinctive toasting style.
  • A. Astro
    Astro is the lovable, talking family dog in the animated television series "The Jetsons."
  • B. Astro
    Astro was a British musician and vocalist best known as a longtime member of the reggae and pop band UB40.
  • C. Astro
    Astro is the nickname of Astro Teller, an American entrepreneur, scientist, and author best known as the head of X (formerly Google X), Alphabet’s experimental “moonshot factory.”
  • D. ASTRO
    ASTRO is the leading professional organization in the United States for radiation oncologists and other specialists involved in radiation therapy for cancer and other diseases.
  • E. O Astro
    O Astro is a Brazilian telenovela renowned for its compelling blend of mystery, romance, and drama, which earned it international acclaim and major television awards.
  • 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_69e245b212a88190b5259caf51606084 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f181f21e588190a5a88a15c1b55dea completed April 29, 2026, 3:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bca1dcb348190ae77148ac6c9ecff completed May 19, 2026, 2:25 a.m.
NEDg Description generation batch_6a0bcaad8ba081908008b333976e5cfe completed May 19, 2026, 2:27 a.m.
NED2 Entity disambiguation (via description) batch_6a0bcb4df0308190824c0ad812daf361 completed May 19, 2026, 2:30 a.m.
Created at: April 17, 2026, 3:47 p.m.