Triple

T5739371
Position Surface form Disambiguated ID Type / Status
Subject Engineering Services Examination E126575 entity
Predicate recruitsFor P28396 FINISHED
Object Central Engineering Services
Central Engineering Services is a prestigious cadre of government engineers in India responsible for planning, designing, and maintaining key public infrastructure and technical projects across various ministries and departments.
E543246 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: Central Engineering Services | Statement: [Engineering Services Examination, recruitsFor, Central Engineering Services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Engineering Services
Context triple: [Engineering Services Examination, recruitsFor, Central Engineering Services]
  • A. Clinton Engineer Works
    Clinton Engineer Works was a massive World War II-era industrial complex in Oak Ridge, Tennessee, built as part of the Manhattan Project to produce fissile material for the first atomic bombs.
  • B. Main Engineering Directorate
    The Main Engineering Directorate was a key technical and engineering body within the Soviet Ministry of Defense responsible for overseeing military construction, infrastructure, and related engineering support.
  • C. División de Ingeniería
    La División de Ingeniería es una gran unidad especializada del Ejército de Chile encargada de las operaciones de ingeniería militar, incluyendo construcción, fortificación, apoyo a la movilidad y tareas de apoyo en emergencias.
  • D. Office of the Chief Engineer
    The Office of the Chief Engineer is a technical and engineering division within the Architect of the Capitol responsible for planning, designing, and overseeing construction and infrastructure projects across the U.S. Capitol complex.
  • E. Engineering & Construction Group
    Engineering & Construction Group is the global engineering and construction division of Samsung C&T, responsible for large-scale infrastructure, building, and industrial projects.
  • 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: Central Engineering Services
Triple: [Engineering Services Examination, recruitsFor, Central Engineering Services]
Generated description
Central Engineering Services is a prestigious cadre of government engineers in India responsible for planning, designing, and maintaining key public infrastructure and technical projects across various ministries and departments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Engineering Services
Target entity description: Central Engineering Services is a prestigious cadre of government engineers in India responsible for planning, designing, and maintaining key public infrastructure and technical projects across various ministries and departments.
  • A. Clinton Engineer Works
    Clinton Engineer Works was a massive World War II-era industrial complex in Oak Ridge, Tennessee, built as part of the Manhattan Project to produce fissile material for the first atomic bombs.
  • B. Main Engineering Directorate
    The Main Engineering Directorate was a key technical and engineering body within the Soviet Ministry of Defense responsible for overseeing military construction, infrastructure, and related engineering support.
  • C. División de Ingeniería
    La División de Ingeniería es una gran unidad especializada del Ejército de Chile encargada de las operaciones de ingeniería militar, incluyendo construcción, fortificación, apoyo a la movilidad y tareas de apoyo en emergencias.
  • D. Office of the Chief Engineer
    The Office of the Chief Engineer is a technical and engineering division within the Architect of the Capitol responsible for planning, designing, and overseeing construction and infrastructure projects across the U.S. Capitol complex.
  • E. Engineering & Construction Group
    Engineering & Construction Group is the global engineering and construction division of Samsung C&T, responsible for large-scale infrastructure, building, and industrial projects.
  • 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_69c0083082288190b7478cead6b5430a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0255dc35c8190ab9ee5d269ce553a completed March 22, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e168ebc8190ba8cb1b3e1b074d5 completed March 22, 2026, 11:41 p.m.
NEDg Description generation batch_69c087c85ba08190bb08458d1659bb16 completed March 23, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69c0887afa7881908718c5ec10d932a0 completed March 23, 2026, 12:25 a.m.
Created at: March 22, 2026, 3:48 p.m.