Triple

T6882699
Position Surface form Disambiguated ID Type / Status
Subject Goodie Mob E158836 entity
Predicate notableWork P4 FINISHED
Object Age Against the Machine
Age Against the Machine is a 2013 studio album by Atlanta hip hop group Goodie Mob that marked their reunion and return to socially conscious Southern rap.
 E625144 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: Age Against the Machine | Statement: [Goodie Mob, notableWork, Age Against the Machine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Age Against the Machine
Context triple: [Goodie Mob, notableWork, Age Against the Machine]
  • A. The Machine
    The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
  • B. The Machine
    The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
  • C. Man and Machine
    "Man and Machine" is a key chapter in Peter Thiel’s book "Zero to One" that explores how humans and computers can best complement each other in creating innovative, future-defining technologies.
  • D. La Máquina
    La Máquina is the popular nickname of Mexican football club Cruz Azul, highlighting its reputation as a powerful, relentless team.
  • E. The Human Machine
    The Human Machine is a classic art instruction book by George Bridgman that analyzes human anatomy and mechanics to help artists draw the figure more convincingly.
  • 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: Age Against the Machine
Triple: [Goodie Mob, notableWork, Age Against the Machine]
Generated description
Age Against the Machine is a 2013 studio album by Atlanta hip hop group Goodie Mob that marked their reunion and return to socially conscious Southern rap.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Age Against the Machine
Target entity description: Age Against the Machine is a 2013 studio album by Atlanta hip hop group Goodie Mob that marked their reunion and return to socially conscious Southern rap.
  • A. The Machine
    The Machine is the nickname of Albert Pujols, a Dominican-American former Major League Baseball first baseman renowned for his remarkably consistent and powerful hitting.
  • B. The Machine
    The Machine is a powerful, clandestine artificial superintelligence from the TV series "Person of Interest" that predicts violent crimes by analyzing global surveillance data.
  • C. Man and Machine
    "Man and Machine" is a key chapter in Peter Thiel’s book "Zero to One" that explores how humans and computers can best complement each other in creating innovative, future-defining technologies.
  • D. La Máquina
    La Máquina is the popular nickname of Mexican football club Cruz Azul, highlighting its reputation as a powerful, relentless team.
  • E. The Human Machine
    The Human Machine is a classic art instruction book by George Bridgman that analyzes human anatomy and mechanics to help artists draw the figure more convincingly.
  • 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_69c688342f6c8190ad7eea6ba262db99 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8e90c9481908d00634f67fa71f8 completed March 27, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c742d00d848190a4bab9800a7e3888 completed March 28, 2026, 2:54 a.m.
NEDg Description generation batch_69c74389290c8190a9a2a3675c31316b completed March 28, 2026, 2:57 a.m.
NED2 Entity disambiguation (via description) batch_69c7444e57a881908808a4bd96505048 completed March 28, 2026, 3 a.m.
Created at: March 27, 2026, 2:23 p.m.