Triple

T576986
Position Surface form Disambiguated ID Type / Status
Subject Samsung E13776 entity
Predicate subsidiary P258 FINISHED
Object Samsung Engineering
Samsung Engineering is a South Korean multinational engineering, procurement, and construction (EPC) company specializing in large-scale industrial and infrastructure projects, particularly in the oil, gas, petrochemical, and power sectors.
 E73449 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: Samsung Engineering | Statement: [Samsung, subsidiary, Samsung Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Samsung Engineering
Context triple: [Samsung, subsidiary, Samsung Engineering]
  • A. Samsung
    Samsung is a South Korean multinational conglomerate best known globally for its smartphones, consumer electronics, and advanced semiconductor technologies.
  • B. Samsung SDS
    Samsung SDS is an information technology and consulting services company within the Samsung Group, specializing in IT solutions, cloud, and digital transformation services.
  • C. Samsung C&T
    Samsung C&T is a South Korean construction and trading company known for executing major global projects, including landmark skyscrapers and large-scale infrastructure.
  • D. Sony Semiconductor Solutions
    Sony Semiconductor Solutions is a Sony Group company that designs and manufactures semiconductor products, best known as a leading global producer of image sensors used in smartphones, cameras, and other electronic devices.
  • E. LG Electronics
    LG Electronics is a South Korean multinational electronics company known for producing a wide range of consumer electronics, home appliances, and mobile devices.
  • 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: Samsung Engineering
Triple: [Samsung, subsidiary, Samsung Engineering]
Generated description
Samsung Engineering is a South Korean multinational engineering, procurement, and construction (EPC) company specializing in large-scale industrial and infrastructure projects, particularly in the oil, gas, petrochemical, and power sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Samsung Engineering
Target entity description: Samsung Engineering is a South Korean multinational engineering, procurement, and construction (EPC) company specializing in large-scale industrial and infrastructure projects, particularly in the oil, gas, petrochemical, and power sectors.
  • A. Samsung
    Samsung is a South Korean multinational conglomerate best known globally for its smartphones, consumer electronics, and advanced semiconductor technologies.
  • B. Samsung SDS
    Samsung SDS is an information technology and consulting services company within the Samsung Group, specializing in IT solutions, cloud, and digital transformation services.
  • C. Samsung C&T
    Samsung C&T is a South Korean construction and trading company known for executing major global projects, including landmark skyscrapers and large-scale infrastructure.
  • D. Sony Semiconductor Solutions
    Sony Semiconductor Solutions is a Sony Group company that designs and manufactures semiconductor products, best known as a leading global producer of image sensors used in smartphones, cameras, and other electronic devices.
  • E. LG Electronics
    LG Electronics is a South Korean multinational electronics company known for producing a wide range of consumer electronics, home appliances, and mobile devices.
  • 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_69a4933fa4d88190a7949cc83c08c5c1 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49b68cc808190b1ba45bdad78443d completed March 1, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69a510380e048190b2f8f08abf07a594 completed March 2, 2026, 4:21 a.m.
NEDg Description generation batch_69a510af351c8190aa40f108595bc47a completed March 2, 2026, 4:23 a.m.
NED2 Entity disambiguation (via description) batch_69a511302c34819085eb7e180ccb1a61 completed March 2, 2026, 4:25 a.m.
Created at: March 1, 2026, 7:33 p.m.