Bhārata Strata · Maharashtra · Nagpur · morphological twins

Places like cell 4840000027

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000044

distance 0.165

#2 · Yavatmalcell 5000007137

distance 0.199 · cross-district

#3 · Yavatmalcell 5000006370

distance 0.21 · cross-district

#4 · Yavatmalcell 5000007007

distance 0.213 · cross-district

#5 · Nagpurcell 4840000077

distance 0.222

#6 · Yavatmalcell 5000007533

distance 0.232 · cross-district

#7 · Chandrapurcell 4730007565

distance 0.234 · cross-district

#8 · Yavatmalcell 5000006502

distance 0.24 · cross-district

#9 · Yavatmalcell 5000007164

distance 0.241 · cross-district

#10 · Yavatmalcell 5000006092

distance 0.243 · cross-district

#11 · Yavatmalcell 5000006088

distance 0.251 · cross-district

#12 · Bhandaracell 4710000732

distance 0.254 · cross-district

#13 · Yavatmalcell 5000006758

distance 0.26 · cross-district

#14 · Yavatmalcell 5000006232

distance 0.261 · cross-district

#15 · Gondiacell 4760000626

distance 0.264 · cross-district

#16 · Yavatmalcell 5000006645

distance 0.265 · cross-district

#17 · Yavatmalcell 5000006368

distance 0.267 · cross-district

#18 · Yavatmalcell 5000007150

distance 0.269 · 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":4840000027}}}'

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.