Triple
T4534298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of Gujarat |
E106368
|
entity |
| Predicate | employs |
P7
|
FINISHED |
| Object |
Gujarat state civil services
Gujarat state civil services comprise the cadre of state-level administrative and allied officers responsible for implementing government policies and managing public administration across Gujarat.
|
E450679
|
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: Gujarat state civil services | Statement: [Government of Gujarat, employs, Gujarat state civil services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gujarat state civil services Context triple: [Government of Gujarat, employs, Gujarat state civil services]
-
A.
Uttar Pradesh state civil services
The Uttar Pradesh state civil services comprise the administrative and executive cadre responsible for implementing government policies, managing public administration, and delivering essential services across the Indian state of Uttar Pradesh.
-
B.
Haryana Civil Services
Haryana Civil Services is the state-level civil service cadre responsible for administering government policies and public administration in the Indian state of Haryana.
-
C.
Gujarat Police
Gujarat Police is the law enforcement agency responsible for maintaining public order, preventing and investigating crime, and ensuring security within the Indian state of Gujarat.
-
D.
civil services of India
The civil services of India comprise the permanent professional branches of the Indian government’s administrative machinery, responsible for implementing policies and running the day-to-day affairs of the state at the central and state levels.
-
E.
All India Services
All India Services is a group of elite civil services in India whose officers are recruited centrally but serve both the central and state governments, including cadres like the Indian Administrative Service, Indian Police Service, and Indian Forest Service.
- 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: Gujarat state civil services Triple: [Government of Gujarat, employs, Gujarat state civil services]
Generated description
Gujarat state civil services comprise the cadre of state-level administrative and allied officers responsible for implementing government policies and managing public administration across Gujarat.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gujarat state civil services Target entity description: Gujarat state civil services comprise the cadre of state-level administrative and allied officers responsible for implementing government policies and managing public administration across Gujarat.
-
A.
Uttar Pradesh state civil services
The Uttar Pradesh state civil services comprise the administrative and executive cadre responsible for implementing government policies, managing public administration, and delivering essential services across the Indian state of Uttar Pradesh.
-
B.
Haryana Civil Services
Haryana Civil Services is the state-level civil service cadre responsible for administering government policies and public administration in the Indian state of Haryana.
-
C.
Gujarat Police
Gujarat Police is the law enforcement agency responsible for maintaining public order, preventing and investigating crime, and ensuring security within the Indian state of Gujarat.
-
D.
civil services of India
The civil services of India comprise the permanent professional branches of the Indian government’s administrative machinery, responsible for implementing policies and running the day-to-day affairs of the state at the central and state levels.
-
E.
All India Services
All India Services is a group of elite civil services in India whose officers are recruited centrally but serve both the central and state governments, including cadres like the Indian Administrative Service, Indian Police Service, and Indian Forest Service.
- 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_69bd43f3d6e08190a91824f833d51bbe |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd57a2301c8190aa59280a16750156 |
completed | March 20, 2026, 2:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bdacf016d0819080665256c84d37a3 |
completed | March 20, 2026, 8:24 p.m. |
| NEDg | Description generation | batch_69bdad81ace48190956f8f62610e188d |
completed | March 20, 2026, 8:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdadb912148190bf4390c31396f189 |
completed | March 20, 2026, 8:27 p.m. |
Created at: March 20, 2026, 1:04 p.m.