Triple

T14163631
Position Surface form Disambiguated ID Type / Status
Subject Outer Ring Road Hyderabad E351010 entity
Predicate planningAuthority P11585 FINISHED
Object Hyderabad Metropolitan Development Authority
The Hyderabad Metropolitan Development Authority is the urban planning and development agency responsible for overseeing and regulating growth and infrastructure in the Hyderabad metropolitan region.
E70268 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: Hyderabad Metropolitan Development Authority | Statement: [Outer Ring Road Hyderabad, planningAuthority, Hyderabad Metropolitan Development Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hyderabad Metropolitan Development Authority
Context triple: [Outer Ring Road Hyderabad, planningAuthority, Hyderabad Metropolitan Development Authority]
  • A. Hyderabad Municipal Corporation
    Hyderabad Municipal Corporation is the local government body responsible for municipal administration and civic services in the city of Hyderabad in Sindh, Pakistan.
  • B. Greater Hyderabad Municipal Corporation
    The Greater Hyderabad Municipal Corporation is the civic body responsible for urban planning, infrastructure, and municipal services in the Hyderabad metropolitan area of India.
  • C. Vijayawada Municipal Corporation
    Vijayawada Municipal Corporation is the local civic body responsible for administering and providing municipal services and infrastructure in the city of Vijayawada, India.
  • D. Vijayawada–Guntur–Tenali–Mangalagiri Urban Development Authority
    The Vijayawada–Guntur–Tenali–Mangalagiri Urban Development Authority is a regional planning and development body in Andhra Pradesh, India, responsible for overseeing and regulating urban growth and infrastructure in the Vijayawada metropolitan region and its surrounding cities.
  • E. Kakinada Municipal Corporation
    Kakinada Municipal Corporation is the local self-governing civic body responsible for urban planning, infrastructure, and public services in the city of Kakinada, Andhra Pradesh, India.
  • 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: Hyderabad Metropolitan Development Authority
Triple: [Outer Ring Road Hyderabad, planningAuthority, Hyderabad Metropolitan Development Authority]
Generated description
The Hyderabad Metropolitan Development Authority is the urban planning and development agency responsible for overseeing and regulating growth and infrastructure in the Hyderabad metropolitan region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hyderabad Metropolitan Development Authority
Target entity description: The Hyderabad Metropolitan Development Authority is the urban planning and development agency responsible for overseeing and regulating growth and infrastructure in the Hyderabad metropolitan region.
  • A. Hyderabad Municipal Corporation
    Hyderabad Municipal Corporation is the local government body responsible for municipal administration and civic services in the city of Hyderabad in Sindh, Pakistan.
  • B. Greater Hyderabad Municipal Corporation chosen
    The Greater Hyderabad Municipal Corporation is the civic body responsible for urban planning, infrastructure, and municipal services in the Hyderabad metropolitan area of India.
  • C. Hyderabad Metropolitan Water Supply and Sewerage Board
    The Hyderabad Metropolitan Water Supply and Sewerage Board is a government agency responsible for providing and regulating drinking water supply and sewerage services in the Hyderabad metropolitan area of India.
  • D. Vijayawada Municipal Corporation
    Vijayawada Municipal Corporation is the local civic body responsible for administering and providing municipal services and infrastructure in the city of Vijayawada, India.
  • E. Vijayawada–Guntur–Tenali–Mangalagiri Urban Development Authority
    The Vijayawada–Guntur–Tenali–Mangalagiri Urban Development Authority is a regional planning and development body in Andhra Pradesh, India, responsible for overseeing and regulating urban growth and infrastructure in the Vijayawada metropolitan region and its surrounding cities.
  • F. None of above.

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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de613a4a2081908fd51bf4b4d82b6c completed April 14, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd324772e4819092aef7826b39b144 completed May 8, 2026, 12:45 a.m.
NEDg Description generation batch_69fd35da37608190848d54af6119ecec completed May 8, 2026, 1:01 a.m.
NED2 Entity disambiguation (via description) batch_69fd371626508190bd9a693f3253441c completed May 8, 2026, 1:06 a.m.
Created at: April 10, 2026, 12:59 a.m.