Triple

T13322080
Position Surface form Disambiguated ID Type / Status
Subject Dem Franchize Boyz E317338 entity
Predicate hasMember P10 FINISHED
Object Parlae
Parlae is a rapper best known as a member of the Atlanta-based hip hop group Dem Franchize Boyz, associated with the mid-2000s snap music movement.
 E1037776 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: Parlae | Statement: [Dem Franchize Boyz, hasMember, Parlae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Parlae
Context triple: [Dem Franchize Boyz, hasMember, Parlae]
  • A. Parlasco
    Parlasco is a small village and municipality in the Lombardy region of northern Italy, situated in the mountainous area of the Province of Lecco.
  • B. Dorla
    Dorla are an indigenous Adivasi community of the Bastar region in central India, known for their distinct cultural traditions, language, and close relationship with forest-based livelihoods.
  • C. Dausa
    Dausa is a town and district headquarters in the Indian state of Rajasthan, known for its historical forts, stepwells, and proximity to Jaipur.
  • D. Paeligni
    The Paeligni were an ancient Italic tribe of central Italy, closely associated with the Samnites and known for their role in early Roman history and the Social War.
  • E. Comala
    Comala is the haunting, ghostly Mexican town that serves as the central setting of Juan Rulfo’s novel "Pedro Páramo."
  • 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: Parlae
Triple: [Dem Franchize Boyz, hasMember, Parlae]
Generated description
Parlae is a rapper best known as a member of the Atlanta-based hip hop group Dem Franchize Boyz, associated with the mid-2000s snap music movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Parlae
Target entity description: Parlae is a rapper best known as a member of the Atlanta-based hip hop group Dem Franchize Boyz, associated with the mid-2000s snap music movement.
  • A. Parlasco
    Parlasco is a small village and municipality in the Lombardy region of northern Italy, situated in the mountainous area of the Province of Lecco.
  • B. Dorla
    Dorla are an indigenous Adivasi community of the Bastar region in central India, known for their distinct cultural traditions, language, and close relationship with forest-based livelihoods.
  • C. Dausa
    Dausa is a town and district headquarters in the Indian state of Rajasthan, known for its historical forts, stepwells, and proximity to Jaipur.
  • D. Paeligni
    The Paeligni were an ancient Italic tribe of central Italy, closely associated with the Samnites and known for their role in early Roman history and the Social War.
  • E. Comala
    Comala is the haunting, ghostly Mexican town that serves as the central setting of Juan Rulfo’s novel "Pedro Páramo."
  • 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_69d806b4d62c81908d4ced1665414be5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9992ab83c8190982d9f54dff6919f completed April 11, 2026, 12:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7266cfb3c8190ac9ccb7696d02922 completed May 3, 2026, 10:41 a.m.
NEDg Description generation batch_69f72a7e33b8819093af4916c0f1f962 completed May 3, 2026, 10:59 a.m.
NED2 Entity disambiguation (via description) batch_69f72b1b32b08190a6bbd503d89651fb completed May 3, 2026, 11:01 a.m.
Created at: April 9, 2026, 9:30 p.m.