Triple

T5640728
Position Surface form Disambiguated ID Type / Status
Subject Too Short E124258 entity
Predicate notableWork P4 FINISHED
Object Born to Mack
Born to Mack is a pioneering late-1980s West Coast hip hop album by rapper Too Short that helped define his explicit, street-oriented style and laid groundwork for Oakland’s rap scene.
 E536485 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: Born to Mack | Statement: [Too Short, notableWork, Born to Mack]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Born to Mack
Context triple: [Too Short, notableWork, Born to Mack]
  • A. Born and Raised
    Born and Raised is a studio album by Queensbridge rapper Cormega that showcases his reflective lyricism and street-conscious storytelling.
  • B. Born and Raised
    Born and Raised is a folk- and country-influenced studio album by American singer-songwriter John Mayer, noted for its introspective lyrics and rootsy, vintage sound.
  • C. Mack Rides
    Mack Rides is a German amusement ride manufacturer known for designing and building roller coasters and other attractions for theme parks worldwide.
  • D. Mama's Boy
    "Mama's Boy" is a track from the Ramones' 1984 punk rock album "Too Tough to Die."
  • E. Born of You
    "Born of You" is the influential 1995 debut full-length album by American hardcore band Culture, known for its metallic edge and socially conscious lyrics.
  • 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: Born to Mack
Triple: [Too Short, notableWork, Born to Mack]
Generated description
Born to Mack is a pioneering late-1980s West Coast hip hop album by rapper Too Short that helped define his explicit, street-oriented style and laid groundwork for Oakland’s rap scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Born to Mack
Target entity description: Born to Mack is a pioneering late-1980s West Coast hip hop album by rapper Too Short that helped define his explicit, street-oriented style and laid groundwork for Oakland’s rap scene.
  • A. Born and Raised
    Born and Raised is a studio album by Queensbridge rapper Cormega that showcases his reflective lyricism and street-conscious storytelling.
  • B. Born and Raised
    Born and Raised is a folk- and country-influenced studio album by American singer-songwriter John Mayer, noted for its introspective lyrics and rootsy, vintage sound.
  • C. Mack Rides
    Mack Rides is a German amusement ride manufacturer known for designing and building roller coasters and other attractions for theme parks worldwide.
  • D. Mama's Boy
    "Mama's Boy" is a track from the Ramones' 1984 punk rock album "Too Tough to Die."
  • E. Born of You
    "Born of You" is the influential 1995 debut full-length album by American hardcore band Culture, known for its metallic edge and socially conscious lyrics.
  • 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_69c00824643c81909ffdb888a2d35189 completed March 22, 2026, 3:17 p.m.
NER Named-entity recognition batch_69c02286a14481908703ec1741343b76 completed March 22, 2026, 5:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d780e988190af0efdc6cc17b72e completed March 22, 2026, 8:13 p.m.
NEDg Description generation batch_69c04e8b548c81908adaf54bbe25af35 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f4c1e34819093e60870c87c8d99 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:41 p.m.