Triple

T7101856
Position Surface form Disambiguated ID Type / Status
Subject Zhuzhou E165476 entity
Predicate hasMajorCompany P588 FINISHED
Object Zhuzhou Times New Material Technology
Zhuzhou Times New Material Technology is a Chinese high-tech company specializing in advanced materials and components, particularly for rail transit and related industrial applications.
E641634 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: Zhuzhou Times New Material Technology | Statement: [Zhuzhou, hasMajorCompany, Zhuzhou Times New Material Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zhuzhou Times New Material Technology
Context triple: [Zhuzhou, hasMajorCompany, Zhuzhou Times New Material Technology]
  • A. CRRC Zhuzhou Institute
    CRRC Zhuzhou Institute is a major Chinese research and manufacturing center specializing in rail transit equipment and technologies under the CRRC Corporation.
  • B. Zhongyuan Guanhua
    Zhongyuan Guanhua is a major dialect group of Mandarin Chinese spoken primarily in China’s Central Plains region, including parts of Henan, Shanxi, Shaanxi, and surrounding areas.
  • C. Tongling Nonferrous Metals Group
    Tongling Nonferrous Metals Group is a large Chinese state-owned enterprise specializing in the mining, smelting, and processing of nonferrous metals, particularly copper.
  • D. Zhuzhou
    Zhuzhou is a major industrial and transportation hub city in south-central China, known especially for its rail transit and manufacturing industries.
  • E. Liuzhou Iron and Steel (Liuzhou Steel Group)
    Liuzhou Iron and Steel (Liuzhou Steel Group) is a major Chinese state-owned steel manufacturer based in Liuzhou, Guangxi, known for producing a wide range of steel products for construction, machinery, and automotive industries.
  • 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: Zhuzhou Times New Material Technology
Triple: [Zhuzhou, hasMajorCompany, Zhuzhou Times New Material Technology]
Generated description
Zhuzhou Times New Material Technology is a Chinese high-tech company specializing in advanced materials and components, particularly for rail transit and related industrial applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zhuzhou Times New Material Technology
Target entity description: Zhuzhou Times New Material Technology is a Chinese high-tech company specializing in advanced materials and components, particularly for rail transit and related industrial applications.
  • A. CRRC Zhuzhou Institute
    CRRC Zhuzhou Institute is a major Chinese research and manufacturing center specializing in rail transit equipment and technologies under the CRRC Corporation.
  • B. Zhongyuan Guanhua
    Zhongyuan Guanhua is a major dialect group of Mandarin Chinese spoken primarily in China’s Central Plains region, including parts of Henan, Shanxi, Shaanxi, and surrounding areas.
  • C. Tongling Nonferrous Metals Group
    Tongling Nonferrous Metals Group is a large Chinese state-owned enterprise specializing in the mining, smelting, and processing of nonferrous metals, particularly copper.
  • D. Zhuzhou
    Zhuzhou is a major industrial and transportation hub city in south-central China, known especially for its rail transit and manufacturing industries.
  • E. Liuzhou Iron and Steel (Liuzhou Steel Group)
    Liuzhou Iron and Steel (Liuzhou Steel Group) is a major Chinese state-owned steel manufacturer based in Liuzhou, Guangxi, known for producing a wide range of steel products for construction, machinery, and automotive industries.
  • 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_69c6887fcddc8190a5d58908f6dee590 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e588aee08190bfb3d96135c0a322 completed March 27, 2026, 8:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79ca9b58c8190a91023de6811b21a completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79d16d3408190a36ab53d5d202e15 completed March 28, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_69c79dc7d7d8819097e423ef70b03040 completed March 28, 2026, 9:22 a.m.
Created at: March 27, 2026, 2:42 p.m.