Triple

T23491673
Position Surface form Disambiguated ID Type / Status
Subject Nantong Municipal Government E570691 entity
Predicate hasBranch P35 FINISHED
Object Nantong Municipal Audit Bureau
The Nantong Municipal Audit Bureau is a local government agency responsible for auditing public funds, government departments, and state-owned assets within Nantong City.
 E1592030 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 Audit Bureau | Statement: [Nantong Municipal Government, hasBranch, Nantong Municipal Audit Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nantong Municipal Audit Bureau
Context triple: [Nantong Municipal Government, hasBranch, Nantong Municipal Audit Bureau]
  • A. Nantong Municipal Finance Bureau
    The Nantong Municipal Finance Bureau is a local government department responsible for managing public finances, budgeting, and fiscal policy within Nantong city.
  • B. 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.
  • C. Nantong Municipal Statistics Bureau
    The Nantong Municipal Statistics Bureau is a local government agency responsible for collecting, analyzing, and publishing statistical data to support economic and social planning in Nantong, China.
  • D. 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.
  • E. Nantong Municipal Public Security Bureau
    The Nantong Municipal Public Security Bureau is the primary law enforcement and public security agency responsible for maintaining social order, crime prevention, and policing within Nantong city in Jiangsu Province, China.
  • 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 Audit Bureau
Triple: [Nantong Municipal Government, hasBranch, Nantong Municipal Audit Bureau]
Generated description
The Nantong Municipal Audit Bureau is a local government agency responsible for auditing public funds, government departments, and state-owned assets within Nantong City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nantong Municipal Audit Bureau
Target entity description: The Nantong Municipal Audit Bureau is a local government agency responsible for auditing public funds, government departments, and state-owned assets within Nantong City.
  • A. Nantong Municipal Finance Bureau
    The Nantong Municipal Finance Bureau is a local government department responsible for managing public finances, budgeting, and fiscal policy within Nantong city.
  • B. 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.
  • C. Nantong Municipal Statistics Bureau
    The Nantong Municipal Statistics Bureau is a local government agency responsible for collecting, analyzing, and publishing statistical data to support economic and social planning in Nantong, China.
  • D. 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.
  • E. Nantong Municipal Public Security Bureau
    The Nantong Municipal Public Security Bureau is the primary law enforcement and public security agency responsible for maintaining social order, crime prevention, and policing within Nantong city in Jiangsu Province, China.
  • 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.