Triple
T5739394
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Engineering Services Examination |
E126575
|
entity |
| Predicate | regulatesEntryTo |
P4964
|
FINISHED |
| Object |
Indian Engineering Services
Indian Engineering Services is a prestigious cadre of technical civil servants in India who manage and oversee core engineering functions in government departments and public sector organizations.
|
E547323
|
NE FINISHED |
How this triple was built (5 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: Indian Engineering Services | Statement: [Engineering Services Examination, regulatesEntryTo, Indian Engineering Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Indian Engineering Services Context triple: [Engineering Services Examination, regulatesEntryTo, Indian Engineering Services]
-
A.
Engineering Services Examination
The Engineering Services Examination is a highly competitive national-level exam in India that recruits engineers for key technical and managerial positions in various government departments and public sector organizations.
-
B.
Indian Defence Service of Engineers
The Indian Defence Service of Engineers is a cadre of commissioned engineering officers responsible for planning, constructing, and maintaining infrastructure and works for India’s armed forces and defence establishments.
-
C.
Indian Statistical Service
The Indian Statistical Service is a specialized civil service of the Government of India responsible for formulating, implementing, and advising on statistical policies and data-driven decision-making across ministries and departments.
-
D.
Indian Economic Service and Indian Statistical Service Examination
The Indian Economic Service and Indian Statistical Service Examination is a national-level competitive exam in India that recruits specialist officers in economics and statistics for various government ministries and departments.
-
E.
Indian Administrative Service
The Indian Administrative Service is India’s premier civil service, whose officers hold key administrative and policy-making positions at the Union, state, and district levels.
- 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: Indian Engineering Services Triple: [Engineering Services Examination, regulatesEntryTo, Indian Engineering Services]
Generated description
Indian Engineering Services is a prestigious cadre of technical civil servants in India who manage and oversee core engineering functions in government departments and public sector organizations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Indian Engineering Services Target entity description: Indian Engineering Services is a prestigious cadre of technical civil servants in India who manage and oversee core engineering functions in government departments and public sector organizations.
-
A.
Engineering Services Examination
The Engineering Services Examination is a highly competitive national-level exam in India that recruits engineers for key technical and managerial positions in various government departments and public sector organizations.
-
B.
Indian Defence Service of Engineers
The Indian Defence Service of Engineers is a cadre of commissioned engineering officers responsible for planning, constructing, and maintaining infrastructure and works for India’s armed forces and defence establishments.
-
C.
Indian Statistical Service
The Indian Statistical Service is a specialized civil service of the Government of India responsible for formulating, implementing, and advising on statistical policies and data-driven decision-making across ministries and departments.
-
D.
Indian Economic Service and Indian Statistical Service Examination
The Indian Economic Service and Indian Statistical Service Examination is a national-level competitive exam in India that recruits specialist officers in economics and statistics for various government ministries and departments.
-
E.
Indian Administrative Service
The Indian Administrative Service is India’s premier civil service, whose officers hold key administrative and policy-making positions at the Union, state, and district levels.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: regulatesEntryTo Context triple: [Engineering Services Examination, regulatesEntryTo, Indian Engineering Services]
-
A.
regulatesWith
Indicates that one entity controls, modulates, or influences the activity, state, or behavior of another entity through some regulatory mechanism or interaction.
-
B.
regulatesThrough
Indicates that one entity exerts control or influence over another by means of an intermediate mechanism, pathway, or process.
-
C.
regulatesIn
Indicates that one entity controls, modulates, or influences the activity, expression, or behavior of another entity within a system or process.
-
D.
regulatesParticipationIn
chosen
Indicates that one entity controls, directs, or sets rules governing another entity’s involvement in an activity, process, or system.
-
E.
regulatesOrIsRegulatedBy
Indicates a bidirectional regulatory relationship in which one entity controls, influences, or modulates another, or is itself controlled, influenced, or modulated by that other entity.
- F. None of above.
Provenance (6 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_69c097f655e881909f6944e9a9d27e6c |
completed | March 23, 2026, 1:31 a.m. |
| NEDg | Description generation | batch_69c098ba92408190b61b115540fce941 |
completed | March 23, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c099b4bc4481909e7cf6886e5ccbea |
completed | March 23, 2026, 1:39 a.m. |
| PD | Predicate disambiguation | batch_69c021c8195481909419808b002628aa |
completed | March 22, 2026, 5:07 p.m. |
Created at: March 22, 2026, 3:48 p.m.