Triple

T5591805
Position Surface form Disambiguated ID Type / Status
Subject Secunda E146894 entity
Predicate hasIndustrialComplex P13026 FINISHED
Object Secunda industrial complex
The Secunda industrial complex is a major South African petrochemical and fuel-production facility centered around coal-to-liquids technology operated by Sasol in the town of Secunda.
 E530042 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: Secunda industrial complex | Statement: [Secunda, hasIndustrialComplex, Secunda industrial complex]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Secunda industrial complex
Context triple: [Secunda, hasIndustrialComplex, Secunda industrial complex]
  • A. Ruwais industrial complex
    Ruwais industrial complex is a major industrial hub in the United Arab Emirates, centered on oil refining, petrochemicals, and related heavy industries.
  • B. Sasang Industrial Complex
    Sasang Industrial Complex is a major manufacturing and logistics hub in Busan, South Korea, housing a dense concentration of factories and industrial facilities.
  • C. Scheibler industrial complex
    The Scheibler industrial complex is a historic 19th-century textile manufacturing district in Łódź, Poland, developed by the industrialist Scheibler family and notable for its extensive brick factory buildings and workers’ housing.
  • D. Onsan National Industrial Complex
    Onsan National Industrial Complex is a major South Korean industrial zone in Ulsan known for its large-scale petrochemical, metal, and heavy manufacturing facilities.
  • E. Manufaktura complex
    The Manufaktura complex is a large cultural, commercial, and entertainment center in Łódź, Poland, created by revitalizing a historic 19th-century textile factory.
  • 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: Secunda industrial complex
Triple: [Secunda, hasIndustrialComplex, Secunda industrial complex]
Generated description
The Secunda industrial complex is a major South African petrochemical and fuel-production facility centered around coal-to-liquids technology operated by Sasol in the town of Secunda.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Secunda industrial complex
Target entity description: The Secunda industrial complex is a major South African petrochemical and fuel-production facility centered around coal-to-liquids technology operated by Sasol in the town of Secunda.
  • A. Ruwais industrial complex
    Ruwais industrial complex is a major industrial hub in the United Arab Emirates, centered on oil refining, petrochemicals, and related heavy industries.
  • B. Sasang Industrial Complex
    Sasang Industrial Complex is a major manufacturing and logistics hub in Busan, South Korea, housing a dense concentration of factories and industrial facilities.
  • C. Scheibler industrial complex
    The Scheibler industrial complex is a historic 19th-century textile manufacturing district in Łódź, Poland, developed by the industrialist Scheibler family and notable for its extensive brick factory buildings and workers’ housing.
  • D. Onsan National Industrial Complex
    Onsan National Industrial Complex is a major South Korean industrial zone in Ulsan known for its large-scale petrochemical, metal, and heavy manufacturing facilities.
  • E. Manufaktura complex
    The Manufaktura complex is a large cultural, commercial, and entertainment center in Łódź, Poland, created by revitalizing a historic 19th-century textile factory.
  • 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_69c009036c408190981a8d690b679b67 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020a3365c8190bd223226c0a6969f completed March 22, 2026, 5:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0286852148190ad4975fe746d7001 completed March 22, 2026, 5:35 p.m.
NEDg Description generation batch_69c03cd1650c8190b4673c479e151cf3 completed March 22, 2026, 7:02 p.m.
NED2 Entity disambiguation (via description) batch_69c03d6839dc8190ae05e661c4844211 completed March 22, 2026, 7:05 p.m.
Created at: March 22, 2026, 3:38 p.m.