Triple

T22577253
Position Surface form Disambiguated ID Type / Status
Subject The Audible Doctor E544438 entity
Predicate associatedAct P37 FINISHED
Object Blacastan
Blacastan was an American underground hip-hop MC known for his gritty lyricism and work with the Demigodz collective.
 E1543241 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: Blacastan | Statement: [The Audible Doctor, associatedAct, Blacastan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blacastan
Context triple: [The Audible Doctor, associatedAct, Blacastan]
  • A. Barbaste
    Barbaste is a commune in southwestern France known for its historic fortified mill and picturesque setting along the Gélise River.
  • B. Shaddix
    Shaddix is the surname of Jacoby Shaddix, the American singer best known as the lead vocalist of the rock band Papa Roach.
  • C. Blaquiere
    Blaquiere was a notable Philhellene known for supporting the Greek struggle for independence in the 19th century.
  • D. Vallican
    Vallican is a small rural community in British Columbia, Canada, situated in the Slocan Valley near the Slocan River.
  • E. Balardgon
    Balardgon is the nickname for the French Ministry of the Armed Forces’ large, modern military headquarters complex located in the Balard area of Paris.
  • 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: Blacastan
Triple: [The Audible Doctor, associatedAct, Blacastan]
Generated description
Blacastan was an American underground hip-hop MC known for his gritty lyricism and work with the Demigodz collective.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Blacastan
Target entity description: Blacastan was an American underground hip-hop MC known for his gritty lyricism and work with the Demigodz collective.
  • A. Barbaste
    Barbaste is a commune in southwestern France known for its historic fortified mill and picturesque setting along the Gélise River.
  • B. Shaddix
    Shaddix is the surname of Jacoby Shaddix, the American singer best known as the lead vocalist of the rock band Papa Roach.
  • C. Blaquiere
    Blaquiere was a notable Philhellene known for supporting the Greek struggle for independence in the 19th century.
  • D. Vallican
    Vallican is a small rural community in British Columbia, Canada, situated in the Slocan Valley near the Slocan River.
  • E. Balardgon
    Balardgon is the nickname for the French Ministry of the Armed Forces’ large, modern military headquarters complex located in the Balard area of Paris.
  • 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_69e11e30d05481909df915354c89f0d6 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f15fedbddc8190bc50458a76f5407d completed April 29, 2026, 1:33 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b2d7cfd2c8190837ce262fbb96ec0 completed May 18, 2026, 3:17 p.m.
NEDg Description generation batch_6a0b3648cb208190b749e343c3d5c88d completed May 18, 2026, 3:54 p.m.
NED2 Entity disambiguation (via description) batch_6a0b37002120819097bf1f6e56b6afe5 completed May 18, 2026, 3:57 p.m.
Created at: April 16, 2026, 8:53 p.m.