Triple

T3120347
Position Surface form Disambiguated ID Type / Status
Subject Do You Want More?!!!??! E65168 entity
Predicate producer P490 FINISHED
Object A.J. Shine
A.J. Shine is a music producer known for his work on The Roots’ influential hip-hop album "Do You Want More?!!!??!".
 E330127 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: A.J. Shine | Statement: [Do You Want More?!!!??!, producer, A.J. Shine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A.J. Shine
Context triple: [Do You Want More?!!!??!, producer, A.J. Shine]
  • A. Bryan Shaw
    Bryan Shaw is an American Major League Baseball relief pitcher known for his durability and heavy workload out of the bullpen, particularly during his tenure with the Cleveland Indians.
  • B. Shawn Matthews
    Shawn Matthews is a senior executive associated with the financial services firm Cantor Fitzgerald.
  • C. Snitz Edwards
    Snitz Edwards was a Hungarian-American character actor of the silent film era, known for his comic and supporting roles in numerous Hollywood productions.
  • D. Doug Shane
    Doug Shane is an American aerospace engineer and test pilot known for his leadership roles at the experimental aircraft company Scaled Composites.
  • E. Matt Sazama
    Matt Sazama is an American screenwriter and producer known for co-writing genre films such as "Gods of Egypt," "Dracula Untold," and "Morbius," as well as co-creating Netflix's "Lost in Space" reboot.
  • 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: A.J. Shine
Triple: [Do You Want More?!!!??!, producer, A.J. Shine]
Generated description
A.J. Shine is a music producer known for his work on The Roots’ influential hip-hop album "Do You Want More?!!!??!".
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A.J. Shine
Target entity description: A.J. Shine is a music producer known for his work on The Roots’ influential hip-hop album "Do You Want More?!!!??!".
  • A. Bryan Shaw
    Bryan Shaw is an American Major League Baseball relief pitcher known for his durability and heavy workload out of the bullpen, particularly during his tenure with the Cleveland Indians.
  • B. Shawn Matthews
    Shawn Matthews is a senior executive associated with the financial services firm Cantor Fitzgerald.
  • C. Snitz Edwards
    Snitz Edwards was a Hungarian-American character actor of the silent film era, known for his comic and supporting roles in numerous Hollywood productions.
  • D. Doug Shane
    Doug Shane is an American aerospace engineer and test pilot known for his leadership roles at the experimental aircraft company Scaled Composites.
  • E. Matt Sazama
    Matt Sazama is an American screenwriter and producer known for co-writing genre films such as "Gods of Egypt," "Dracula Untold," and "Morbius," as well as co-creating Netflix's "Lost in Space" reboot.
  • 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_69ad857fcc088190b0c4d45a5cde6f61 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada4eb6a6081909df41f67999eb4ff completed March 8, 2026, 4:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f67b80c8190849581cf1829d840 completed March 12, 2026, 12:57 a.m.
NEDg Description generation batch_69b2135f05c88190b926556828a038ac completed March 12, 2026, 1:14 a.m.
NED2 Entity disambiguation (via description) batch_69b214268d588190996d909297baaffc completed March 12, 2026, 1:17 a.m.
Created at: March 8, 2026, 3:04 p.m.