Triple

T11942140
Position Surface form Disambiguated ID Type / Status
Subject São Paulo metropolitan area E284201 entity
Predicate hasPlanningAuthority P20557 FINISHED
Object Emplasa (historically)
Emplasa was the former state-owned urban and regional planning agency responsible for coordinating development and territorial planning in the São Paulo metropolitan area.
 E955152 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: Emplasa (historically) | Statement: [São Paulo metropolitan area, hasPlanningAuthority, Emplasa (historically)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Emplasa (historically)
Context triple: [São Paulo metropolitan area, hasPlanningAuthority, Emplasa (historically)]
  • A. Lanseria
    Lanseria is a town in the northwestern part of Johannesburg, South Africa, known primarily for hosting the privately owned Lanseria International Airport.
  • B. Elmolo
    Elmolo is a small Indigenous ethnic group living along the shores of Lake Turkana in northern Kenya, traditionally known for their fishing-based culture and Cushitic language.
  • C. Emgesa
    Emgesa is an energy company that operates hydroelectric power facilities in Colombia.
  • D. Montaza
    Montaza is a coastal district and popular recreational area in Alexandria, Egypt, known for its historic royal palace, expansive gardens, and Mediterranean beaches.
  • E. Palena
    Palena is a small town and municipality in the Palena Province of Chile’s Los Lagos Region, known for its remote Andean landscapes and outdoor tourism.
  • 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: Emplasa (historically)
Triple: [São Paulo metropolitan area, hasPlanningAuthority, Emplasa (historically)]
Generated description
Emplasa was the former state-owned urban and regional planning agency responsible for coordinating development and territorial planning in the São Paulo metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Emplasa (historically)
Target entity description: Emplasa was the former state-owned urban and regional planning agency responsible for coordinating development and territorial planning in the São Paulo metropolitan area.
  • A. Lanseria
    Lanseria is a town in the northwestern part of Johannesburg, South Africa, known primarily for hosting the privately owned Lanseria International Airport.
  • B. Elmolo
    Elmolo is a small Indigenous ethnic group living along the shores of Lake Turkana in northern Kenya, traditionally known for their fishing-based culture and Cushitic language.
  • C. Emgesa
    Emgesa is an energy company that operates hydroelectric power facilities in Colombia.
  • D. Montaza
    Montaza is a coastal district and popular recreational area in Alexandria, Egypt, known for its historic royal palace, expansive gardens, and Mediterranean beaches.
  • E. Palena
    Palena is a small town and municipality in the Palena Province of Chile’s Los Lagos Region, known for its remote Andean landscapes and outdoor tourism.
  • 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_69d6ab2db38c8190b1f0ed6663ef8ada completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90342bb908190a019ac91a2b82f3d completed April 10, 2026, 2:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f440a5a9c8819086a94ad60c6881b8 completed May 1, 2026, 5:56 a.m.
NEDg Description generation batch_69f448fd4b908190a4f08619d346bec8 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44b08da6c8190ae62d8e892bf1971 completed May 1, 2026, 6:41 a.m.
Created at: April 8, 2026, 9:45 p.m.