Triple

T14190950
Position Surface form Disambiguated ID Type / Status
Subject Hey Ma E351710 entity
Predicate producer P490 FINISHED
Object DR Period
DR Period is an American hip-hop producer best known for crafting gritty, hard-hitting beats for artists like Cam'ron, Terror Squad, and others in the late 1990s and early 2000s.
 E1086490 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: DR Period | Statement: [Hey Ma, producer, DR Period]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: DR Period
Context triple: [Hey Ma, producer, DR Period]
  • A. DR
    DR was the abbreviation for the Deutsche Reichsbahn, the state railway company of Germany (and later East Germany) that operated much of the country’s rail transport during the 20th century.
  • B. DR
    DR is Denmark’s national public service broadcasting organization, operating television, radio, and online media.
  • C. DRPT
    DRPT is the state agency in Virginia responsible for planning, funding, and improving passenger and freight rail, public transit, and commuter services.
  • D. DOR
    DOR is the vehicle registration code used on license plates for the English county of Dorset.
  • E. DOR
    DOR is the California state agency that provides vocational rehabilitation and related services to help individuals with disabilities prepare for, obtain, and retain employment.
  • 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: DR Period
Triple: [Hey Ma, producer, DR Period]
Generated description
DR Period is an American hip-hop producer best known for crafting gritty, hard-hitting beats for artists like Cam'ron, Terror Squad, and others in the late 1990s and early 2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: DR Period
Target entity description: DR Period is an American hip-hop producer best known for crafting gritty, hard-hitting beats for artists like Cam'ron, Terror Squad, and others in the late 1990s and early 2000s.
  • A. DR
    DR was the abbreviation for the Deutsche Reichsbahn, the state railway company of Germany (and later East Germany) that operated much of the country’s rail transport during the 20th century.
  • B. DR
    DR is Denmark’s national public service broadcasting organization, operating television, radio, and online media.
  • C. DRPT
    DRPT is the state agency in Virginia responsible for planning, funding, and improving passenger and freight rail, public transit, and commuter services.
  • D. DOR
    DOR is the vehicle registration code used on license plates for the English county of Dorset.
  • E. DOR
    DOR is the California state agency that provides vocational rehabilitation and related services to help individuals with disabilities prepare for, obtain, and retain employment.
  • 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_69d827894ac0819097803e57f3227b23 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61df628c8190ba3f557e2128dce5 completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd1946eb68819096adf3c16a39818d completed May 7, 2026, 10:59 p.m.
NEDg Description generation batch_69fd1eed1008819088635be43fbb1439 completed May 7, 2026, 11:23 p.m.
NED2 Entity disambiguation (via description) batch_69fd1f7c5d208190bab5d57e931fd082 completed May 7, 2026, 11:25 p.m.
Created at: April 10, 2026, 1:04 a.m.