Triple

T23491666
Position Surface form Disambiguated ID Type / Status
Subject Nantong Municipal Government E570691 entity
Predicate hasBranch P35 FINISHED
Object Nantong Municipal Housing and Urban–Rural Development Bureau
The Nantong Municipal Housing and Urban–Rural Development Bureau is a local government department responsible for planning, regulating, and overseeing housing, construction, and urban–rural development affairs in Nantong, China.
E1592029 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: Nantong Municipal Housing and Urban–Rural Development Bureau | Statement: [Nantong Municipal Government, hasBranch, Nantong Municipal Housing and Urban–Rural Development Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nantong Municipal Housing and Urban–Rural Development Bureau
Context triple: [Nantong Municipal Government, hasBranch, Nantong Municipal Housing and Urban–Rural Development Bureau]
  • A. Nantong Municipal Development and Reform Commission
    The Nantong Municipal Development and Reform Commission is a key government agency in Nantong responsible for macroeconomic planning, industrial policy, and coordinating major development and reform initiatives in the city.
  • B. Nantong Municipal Ecology and Environment Bureau
    The Nantong Municipal Ecology and Environment Bureau is the local government agency responsible for environmental protection, pollution control, and ecological management within Nantong City.
  • C. Nantong Municipal Government
    Nantong Municipal Government is the primary local administrative authority responsible for governing and managing public affairs in the city of Nantong, China.
  • D. Nantong Municipal Transportation Bureau
    Nantong Municipal Transportation Bureau is a local government department responsible for planning, managing, and overseeing transportation and related infrastructure within Nantong city.
  • E. Nantong Municipal Human Resources and Social Security Bureau
    The Nantong Municipal Human Resources and Social Security Bureau is a local government department responsible for managing employment, labor relations, social insurance, and related public services in Nantong City.
  • 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: Nantong Municipal Housing and Urban–Rural Development Bureau
Triple: [Nantong Municipal Government, hasBranch, Nantong Municipal Housing and Urban–Rural Development Bureau]
Generated description
The Nantong Municipal Housing and Urban–Rural Development Bureau is a local government department responsible for planning, regulating, and overseeing housing, construction, and urban–rural development affairs in Nantong, China.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nantong Municipal Housing and Urban–Rural Development Bureau
Target entity description: The Nantong Municipal Housing and Urban–Rural Development Bureau is a local government department responsible for planning, regulating, and overseeing housing, construction, and urban–rural development affairs in Nantong, China.
  • A. Nantong Municipal Development and Reform Commission
    The Nantong Municipal Development and Reform Commission is a key government agency in Nantong responsible for macroeconomic planning, industrial policy, and coordinating major development and reform initiatives in the city.
  • B. Nantong Municipal Ecology and Environment Bureau
    The Nantong Municipal Ecology and Environment Bureau is the local government agency responsible for environmental protection, pollution control, and ecological management within Nantong City.
  • C. Nantong Municipal Government
    Nantong Municipal Government is the primary local administrative authority responsible for governing and managing public affairs in the city of Nantong, China.
  • D. Nantong Municipal Transportation Bureau
    Nantong Municipal Transportation Bureau is a local government department responsible for planning, managing, and overseeing transportation and related infrastructure within Nantong city.
  • E. Nantong Municipal Human Resources and Social Security Bureau
    The Nantong Municipal Human Resources and Social Security Bureau is a local government department responsible for managing employment, labor relations, social insurance, and related public services in Nantong City.
  • 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_69e245b0b01481908f636939bedd804c completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a7dc631c819099027e3a1c755a66 completed April 29, 2026, 6:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0cdf40b5648190bca1ec5f6e87ba5c completed May 19, 2026, 10:08 p.m.
NEDg Description generation batch_6a0ce451ec9c8190bf31e337e6979238 completed May 19, 2026, 10:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0ce4e165688190a60fdef18dd370fe completed May 19, 2026, 10:32 p.m.
Created at: April 17, 2026, 6:04 p.m.