Triple

T12202154
Position Surface form Disambiguated ID Type / Status
Subject Master of Ceremonies E290740 entity
Predicate hasTrack P3284 FINISHED
Object Don’t Turn Away
"Don’t Turn Away" is a song by the underground hip hop artist and producer Master of Ceremonies.
 E971590 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: Don’t Turn Away | Statement: [Master of Ceremonies, hasTrack, Don’t Turn Away]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Don’t Turn Away
Context triple: [Master of Ceremonies, hasTrack, Don’t Turn Away]
  • A. Turn Away
    "Turn Away" is a song featured on James Taylor's 1985 studio album "That's Why I'm Here."
  • B. Don’t Turn Around
    "Don’t Turn Around" is a 1964 pop song originally recorded by the British Merseybeat band The Merseybeats.
  • C. Turning Away
    "Turning Away" is a pop rock song by Welsh singer Shakin' Stevens, released in the late 1980s and known for its melodic, radio-friendly style.
  • D. Don’t Turn Your Back
    "Don’t Turn Your Back" is a notable track by the artist Do You, recognized as a key song in their discography.
  • E. Don’t Walk Away
    "Don’t Walk Away" is a song featured on the album "Invincible," known for its smooth R&B style and emotive vocal delivery.
  • 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: Don’t Turn Away
Triple: [Master of Ceremonies, hasTrack, Don’t Turn Away]
Generated description
"Don’t Turn Away" is a song by the underground hip hop artist and producer Master of Ceremonies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Don’t Turn Away
Target entity description: "Don’t Turn Away" is a song by the underground hip hop artist and producer Master of Ceremonies.
  • A. Turn Away
    "Turn Away" is a song featured on James Taylor's 1985 studio album "That's Why I'm Here."
  • B. Don’t Turn Around
    "Don’t Turn Around" is a 1964 pop song originally recorded by the British Merseybeat band The Merseybeats.
  • C. Turning Away
    "Turning Away" is a pop rock song by Welsh singer Shakin' Stevens, released in the late 1980s and known for its melodic, radio-friendly style.
  • D. Don’t Turn Your Back
    "Don’t Turn Your Back" is a notable track by the artist Do You, recognized as a key song in their discography.
  • E. Don’t Walk Away
    "Don’t Walk Away" is a song featured on the album "Invincible," known for its smooth R&B style and emotive vocal delivery.
  • 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_69d6ab65923081909acfc61b7a612233 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91c7b97408190a11ea37cc6edf18c completed April 10, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a982e308190979245ac9643465a completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60bdbee288190991b08ae685bb401 completed May 2, 2026, 2:36 p.m.
NED2 Entity disambiguation (via description) batch_69f610b8efe88190907e84247d9e8456 completed May 2, 2026, 2:56 p.m.
Created at: April 8, 2026, 9:51 p.m.