Triple
T22051020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tamil Nadu State Highway network |
E544881
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object |
Tamil Nadu Highways Act and related regulations
The Tamil Nadu Highways Act and related regulations form the legal and administrative framework that governs the planning, development, maintenance, and control of highways and related infrastructure within the state of Tamil Nadu.
|
E1515708
|
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: Tamil Nadu Highways Act and related regulations | Statement: [Tamil Nadu State Highway network, governedBy, Tamil Nadu Highways Act and related regulations]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tamil Nadu Highways Act and related regulations Context triple: [Tamil Nadu State Highway network, governedBy, Tamil Nadu Highways Act and related regulations]
-
A.
Control of National Highways (Land and Traffic) Act, 2002
The Control of National Highways (Land and Traffic) Act, 2002 is an Indian law that regulates the use of land along national highways and governs traffic management on them to ensure their safety, efficiency, and proper maintenance.
-
B.
Tamil Nadu Motor Vehicles Taxation Act
The Tamil Nadu Motor Vehicles Taxation Act is a state legislation that governs the levy and collection of taxes on motor vehicles operating within Tamil Nadu.
-
C.
Tamil Nadu State Highway network
The Tamil Nadu State Highway network is an extensive system of major roads that connects cities, towns, and districts across the Indian state of Tamil Nadu, facilitating regional transportation and economic activity.
-
D.
National Highways Authority of India Act, 1988
The National Highways Authority of India Act, 1988 is an Indian law that established the National Highways Authority of India (NHAI) as the central agency responsible for the development, maintenance, and management of the country’s national highways network.
-
E.
Tamil Nadu Town and Country Planning Act
The Tamil Nadu Town and Country Planning Act is a state legislation that regulates land use, urban development, and spatial planning across Tamil Nadu through statutory planning authorities and development plans.
- 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: Tamil Nadu Highways Act and related regulations Triple: [Tamil Nadu State Highway network, governedBy, Tamil Nadu Highways Act and related regulations]
Generated description
The Tamil Nadu Highways Act and related regulations form the legal and administrative framework that governs the planning, development, maintenance, and control of highways and related infrastructure within the state of Tamil Nadu.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tamil Nadu Highways Act and related regulations Target entity description: The Tamil Nadu Highways Act and related regulations form the legal and administrative framework that governs the planning, development, maintenance, and control of highways and related infrastructure within the state of Tamil Nadu.
-
A.
Control of National Highways (Land and Traffic) Act, 2002
The Control of National Highways (Land and Traffic) Act, 2002 is an Indian law that regulates the use of land along national highways and governs traffic management on them to ensure their safety, efficiency, and proper maintenance.
-
B.
Tamil Nadu Motor Vehicles Taxation Act
The Tamil Nadu Motor Vehicles Taxation Act is a state legislation that governs the levy and collection of taxes on motor vehicles operating within Tamil Nadu.
-
C.
Tamil Nadu State Highway network
The Tamil Nadu State Highway network is an extensive system of major roads that connects cities, towns, and districts across the Indian state of Tamil Nadu, facilitating regional transportation and economic activity.
-
D.
National Highways Authority of India Act, 1988
The National Highways Authority of India Act, 1988 is an Indian law that established the National Highways Authority of India (NHAI) as the central agency responsible for the development, maintenance, and management of the country’s national highways network.
-
E.
Tamil Nadu Town and Country Planning Act
The Tamil Nadu Town and Country Planning Act is a state legislation that regulates land use, urban development, and spatial planning across Tamil Nadu through statutory planning authorities and development plans.
- 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_69e11e32445c8190ab97089b48a130bb |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1283386f081908b70df81f38a5b1c |
completed | April 28, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a7b79594c8190b66439167d7a3cbd |
completed | May 18, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_6a0a7cb2b0c88190930290efe1d8371a |
completed | May 18, 2026, 2:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a7e131ae48190a564a86d3d691e1a |
completed | May 18, 2026, 2:48 a.m. |
Created at: April 16, 2026, 8:26 p.m.