Triple

T1629249
Position Surface form Disambiguated ID Type / Status
Subject Guangzhou Municipal People’s Government E35219 entity
Predicate governs P760 FINISHED
Object Tianhe District
Tianhe District is a major urban and commercial hub of Guangzhou, China, known for its skyscrapers, shopping centers, and the city’s central business district.
 E187094 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: Tianhe District | Statement: [Guangzhou Municipal People’s Government, governs, Tianhe District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tianhe District
Context triple: [Guangzhou Municipal People’s Government, governs, Tianhe District]
  • A. Huangpu District
    Huangpu District is Shanghai’s historic and commercial core, encompassing landmarks like the Bund and People’s Square and serving as a major political, cultural, and financial center of the city.
  • B. Yuexiu District
    Yuexiu District is a central urban district of Guangzhou, China, known for its political, commercial, and historical significance, including landmarks like Yuexiu Park and the Five Rams Statue.
  • C. Yantian District
    Yantian District is a coastal administrative district of Shenzhen, China, known for its major container port and scenic areas such as Dameisha and Xiaomeisha beaches.
  • D. Guangming District
    Guangming District is a rapidly developing suburban district in northwestern Shenzhen, China, known for its emerging high-tech industries and residential communities.
  • E. Nanshan District
    Nanshan District is a major urban district of Shenzhen, China, known as a key technology and innovation hub that hosts many leading tech companies and research institutions.
  • 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: Tianhe District
Triple: [Guangzhou Municipal People’s Government, governs, Tianhe District]
Generated description
Tianhe District is a major urban and commercial hub of Guangzhou, China, known for its skyscrapers, shopping centers, and the city’s central business district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tianhe District
Target entity description: Tianhe District is a major urban and commercial hub of Guangzhou, China, known for its skyscrapers, shopping centers, and the city’s central business district.
  • A. Huangpu District
    Huangpu District is Shanghai’s historic and commercial core, encompassing landmarks like the Bund and People’s Square and serving as a major political, cultural, and financial center of the city.
  • B. Yuexiu District
    Yuexiu District is a central urban district of Guangzhou, China, known for its political, commercial, and historical significance, including landmarks like Yuexiu Park and the Five Rams Statue.
  • C. Yantian District
    Yantian District is a coastal administrative district of Shenzhen, China, known for its major container port and scenic areas such as Dameisha and Xiaomeisha beaches.
  • D. Guangming District
    Guangming District is a rapidly developing suburban district in northwestern Shenzhen, China, known for its emerging high-tech industries and residential communities.
  • E. Nanshan District
    Nanshan District is a major urban district of Shenzhen, China, known as a key technology and innovation hub that hosts many leading tech companies and research institutions.
  • 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_69a886036bc081909ff5de16dbe5e8ea completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a909f257948190b3398fd6dc91f586 completed March 5, 2026, 4:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad6815c4588190bccfbece8f22c1a1 completed March 8, 2026, 12:14 p.m.
NEDg Description generation batch_69ad686f4a0c819091f99800d6618ecb completed March 8, 2026, 12:15 p.m.
NED2 Entity disambiguation (via description) batch_69ad68f00e8c8190b2cbf3d921dce5a8 completed March 8, 2026, 12:17 p.m.
Created at: March 4, 2026, 7:28 p.m.