Triple

T9907798
Position Surface form Disambiguated ID Type / Status
Subject Danielle Balbuena E185058 entity
Predicate memberOf P10 FINISHED
Object 070 collective
070 collective is a New Jersey-based hip-hop and R&B music collective known for its experimental sound and for launching the career of artist 070 Shake (Danielle Balbuena).
E829286 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: 070 collective | Statement: [Danielle Balbuena, memberOf, 070 collective]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 070 collective
Context triple: [Danielle Balbuena, memberOf, 070 collective]
  • A. The Collective, Inc.
    The Collective, Inc. was an American video game development studio known for creating licensed action-adventure titles in the late 1990s and early 2000s.
  • B. D-Block collective
    D-Block collective is a hip-hop group and extended crew associated with The LOX, known for its gritty street-oriented rap and affiliation with the D-Block Records label.
  • C. Directory (collective)
    The Directory was the five-member executive government that ruled France during the later stages of the French Revolution, between the fall of Robespierre and the rise of Napoleon Bonaparte.
  • D. The Collection
    The Collection is a one-act play by British dramatist Harold Pinter that explores ambiguity, jealousy, and power dynamics between two couples.
  • E. Shadow Collective
    The Shadow Collective is a criminal alliance in the Star Wars universe, orchestrated by Darth Maul to unite various underworld factions and challenge both the Galactic Republic and the Sith.
  • 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: 070 collective
Triple: [Danielle Balbuena, memberOf, 070 collective]
Generated description
070 collective is a New Jersey-based hip-hop and R&B music collective known for its experimental sound and for launching the career of artist 070 Shake (Danielle Balbuena).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 070 collective
Target entity description: 070 collective is a New Jersey-based hip-hop and R&B music collective known for its experimental sound and for launching the career of artist 070 Shake (Danielle Balbuena).
  • A. The Collective, Inc.
    The Collective, Inc. was an American video game development studio known for creating licensed action-adventure titles in the late 1990s and early 2000s.
  • B. D-Block collective
    D-Block collective is a hip-hop group and extended crew associated with The LOX, known for its gritty street-oriented rap and affiliation with the D-Block Records label.
  • C. Directory (collective)
    The Directory was the five-member executive government that ruled France during the later stages of the French Revolution, between the fall of Robespierre and the rise of Napoleon Bonaparte.
  • D. The Collection
    The Collection is a one-act play by British dramatist Harold Pinter that explores ambiguity, jealousy, and power dynamics between two couples.
  • E. Shadow Collective
    The Shadow Collective is a criminal alliance in the Star Wars universe, orchestrated by Darth Maul to unite various underworld factions and challenge both the Galactic Republic and the Sith.
  • 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_69ca8296165881908ca4750701af1f29 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cdb50ec61481908f42bd2aa55d9a6e completed April 2, 2026, 12:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69d20daabd5881908b02da50a640766a completed April 5, 2026, 7:22 a.m.
NEDg Description generation batch_69d20ef343a4819093b915a66c63fbaa completed April 5, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69d212d0ed108190bbde23439734618a completed April 5, 2026, 7:44 a.m.
Created at: March 30, 2026, 8:41 p.m.