Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000711

The MH-36 locality cells most similar to this Nagpur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.2

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000387

distance 0.2

#2 · Nagpurcell 4840001741

distance 0.205

#3 · Chandrapurcell 4730004502

distance 0.209 · cross-district

#4 · Yavatmalcell 5000011148

distance 0.233 · cross-district

#5 · Chandrapurcell 4730004219

distance 0.24 · cross-district

#6 · Bhandaracell 4710003380

distance 0.24 · cross-district

#7 · Gondiacell 4760002262

distance 0.241 · cross-district

#8 · Chandrapurcell 4730007354

distance 0.25 · cross-district

#9 · Gadchirolicell 4750008102

distance 0.252 · cross-district

#10 · Nagpurcell 4840000339

distance 0.255

#11 · Bhandaracell 4710003424

distance 0.26 · cross-district

#12 · Gadchirolicell 4750007821

distance 0.264 · cross-district

#13 · Chandrapurcell 4730004407

distance 0.265 · cross-district

#14 · Yavatmalcell 5000006483

distance 0.27 · cross-district

#15 · Amravaticell 4680007947

distance 0.271 · cross-district

#16 · Chandrapurcell 4730004125

distance 0.272 · cross-district

#17 · Bhandaracell 4710000349

distance 0.275 · cross-district

#18 · Bhandaracell 4710001851

distance 0.281 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":484,"cluster_id":4840000711}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.