Triple

T15754668
Position Surface form Disambiguated ID Type / Status
Subject Commerce, California E381936 entity
Predicate hasIndustrialZone P13026 FINISHED
Object Bandini industrial district
The Bandini industrial district is a major industrial area within Commerce, California, characterized by warehouses, manufacturing facilities, and logistics operations.
 E1175393 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: Bandini industrial district | Statement: [Commerce, California, hasIndustrialZone, Bandini industrial district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bandini industrial district
Context triple: [Commerce, California, hasIndustrialZone, Bandini industrial district]
  • A. Lingotto district
    Lingotto district is a neighborhood in Turin, Italy, known for its former Fiat automobile factory complex that has been transformed into a modern hub of shopping, business, and cultural venues.
  • B. Cortellazzo
    Cortellazzo is an Italian locality whose name is associated with the noble title "Countess of Cortellazzo and Buccari."
  • C. Milan Historic District
    The Milan Historic District is a preserved area in Milan, Ohio, known for its well-maintained 19th-century architecture and its association with the birthplace of inventor Thomas Edison.
  • D. Porta Nuova
    Porta Nuova is a major business and redevelopment district in central Milan known for its modern skyscrapers, contemporary architecture, and role as one of Italy’s primary financial hubs.
  • E. San Polo district
    The San Polo district is one of Venice’s oldest and smallest central neighborhoods, known for its historic markets, churches, and proximity to the Grand Canal.
  • 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: Bandini industrial district
Triple: [Commerce, California, hasIndustrialZone, Bandini industrial district]
Generated description
The Bandini industrial district is a major industrial area within Commerce, California, characterized by warehouses, manufacturing facilities, and logistics operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bandini industrial district
Target entity description: The Bandini industrial district is a major industrial area within Commerce, California, characterized by warehouses, manufacturing facilities, and logistics operations.
  • A. Lingotto district
    Lingotto district is a neighborhood in Turin, Italy, known for its former Fiat automobile factory complex that has been transformed into a modern hub of shopping, business, and cultural venues.
  • B. Cortellazzo
    Cortellazzo is an Italian locality whose name is associated with the noble title "Countess of Cortellazzo and Buccari."
  • C. Milan Historic District
    The Milan Historic District is a preserved area in Milan, Ohio, known for its well-maintained 19th-century architecture and its association with the birthplace of inventor Thomas Edison.
  • D. Porta Nuova
    Porta Nuova is a major business and redevelopment district in central Milan known for its modern skyscrapers, contemporary architecture, and role as one of Italy’s primary financial hubs.
  • E. San Polo district
    The San Polo district is one of Venice’s oldest and smallest central neighborhoods, known for its historic markets, churches, and proximity to the Grand Canal.
  • 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_69d86d9e6b44819085d1f6a969ecb74c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e05031f6a08190bfb333eced0a59a1 completed April 16, 2026, 2:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff87714a8481909f8489c73ac89c11 completed May 9, 2026, 7:13 p.m.
NEDg Description generation batch_69ff887dc9cc81908833f9881647d82f completed May 9, 2026, 7:18 p.m.
NED2 Entity disambiguation (via description) batch_69ff8970b85081909c8eb114851841f1 completed May 9, 2026, 7:22 p.m.
Created at: April 10, 2026, 4:47 a.m.