Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005376

The MH-36 locality cells most similar to this Chandrapur 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

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000007034

distance 0.224 · cross-district

#2 · Yavatmalcell 5000006085

distance 0.232 · cross-district

#3 · Chandrapurcell 4730005803

distance 0.236

#4 · Yavatmalcell 5000006464

distance 0.238 · cross-district

#5 · Yavatmalcell 5000006597

distance 0.247 · cross-district

#6 · Chandrapurcell 4730006147

distance 0.25

#7 · Chandrapurcell 4730006376

distance 0.257

#8 · Nagpurcell 4840006595

distance 0.257 · cross-district

#9 · Nagpurcell 4840003751

distance 0.257 · cross-district

#10 · Chandrapurcell 4730005480

distance 0.259

#11 · Wardhacell 4980000072

distance 0.26 · cross-district

#12 · Wardhacell 4980000067

distance 0.261 · cross-district

#13 · Jalgaoncell 4780001112

distance 0.261 · cross-district

#14 · Nagpurcell 4840003992

distance 0.265 · cross-district

#15 · Bhandaracell 4710001508

distance 0.267 · cross-district

#16 · Gadchirolicell 4750009683

distance 0.267 · cross-district

#17 · Nagpurcell 4840005727

distance 0.269 · cross-district

#18 · Bhandaracell 4710001612

distance 0.27 · 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":473,"cluster_id":4730005376}}}'

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.