Triple

T22147431
Position Surface form Disambiguated ID Type / Status
Subject Indian Engineering Services E547323 entity
Predicate alsoKnownAs P39 FINISHED
Object IES
IES refers to the Indian Engineering Services, a prestigious government recruitment and career stream for engineers who manage and oversee key technical and public works functions in India’s civil services.
 E1521495 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: IES | Statement: [Indian Engineering Services, alsoKnownAs, IES]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: IES
Context triple: [Indian Engineering Services, alsoKnownAs, IES]
  • A. IES
    IES is the research, evaluation, and statistics arm of the U.S. Department of Education that provides rigorous evidence to inform education policy and practice.
  • B. IES
    IES is the commonly used abbreviation for the Spanish secondary education institution IES Las Rozas I.
  • C. ISE
    ISE is an internationally recognized standard that defines guidelines and best practices for educational systems and processes.
  • D. ISE
    ISE is the stock exchange identified by the abbreviation "ISE" on which RYA is listed or traded.
  • E. ISE
    ISE is a software company best known for its work on the Eiffel programming language and related software engineering tools.
  • 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: IES
Triple: [Indian Engineering Services, alsoKnownAs, IES]
Generated description
IES refers to the Indian Engineering Services, a prestigious government recruitment and career stream for engineers who manage and oversee key technical and public works functions in India’s civil services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: IES
Target entity description: IES refers to the Indian Engineering Services, a prestigious government recruitment and career stream for engineers who manage and oversee key technical and public works functions in India’s civil services.
  • A. IES
    IES is the research, evaluation, and statistics arm of the U.S. Department of Education that provides rigorous evidence to inform education policy and practice.
  • B. IES
    IES is the commonly used abbreviation for the Spanish secondary education institution IES Las Rozas I.
  • C. ISE
    ISE is an internationally recognized standard that defines guidelines and best practices for educational systems and processes.
  • D. ISE
    ISE is the stock exchange identified by the abbreviation "ISE" on which RYA is listed or traded.
  • E. ISE
    ISE is a software company best known for its work on the Eiffel programming language and related software engineering tools.
  • 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_69e11e3b52088190ad5df386d01eb2fb completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f129f156988190bc9a24a37418e849 completed April 28, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a9702ed508190ac4db27c3dc46879 completed May 18, 2026, 4:35 a.m.
NEDg Description generation batch_6a0a97bd6fe081909a3e609ff2022f82 completed May 18, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_6a0a9843fb3481908a120dc3ac360124 completed May 18, 2026, 4:40 a.m.
Created at: April 16, 2026, 8:33 p.m.