Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004150

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000005978

distance 0.172 · cross-district

#2 · Chandrapurcell 4730003173

distance 0.175

#3 · Nandedcell 4850004348

distance 0.187 · cross-district

#4 · Hingolicell 4770000399

distance 0.189 · cross-district

#5 · Nandedcell 4850003928

distance 0.192 · cross-district

#6 · Yavatmalcell 5000002091

distance 0.194 · cross-district

#7 · Nandedcell 4850004412

distance 0.195 · cross-district

#8 · Chandrapurcell 4730002897

distance 0.198

#9 · Nandedcell 4850004417

distance 0.206 · cross-district

#10 · Chandrapurcell 4730002062

distance 0.206

#11 · Yavatmalcell 5000001674

distance 0.206 · cross-district

#12 · Chandrapurcell 4730003486

distance 0.208

#13 · Nagpurcell 4840004951

distance 0.21 · cross-district

#14 · Parbhanicell 4890002779

distance 0.21 · cross-district

#15 · Parbhanicell 4890002778

distance 0.211 · cross-district

#16 · Chandrapurcell 4730003775

distance 0.211

#17 · Nandedcell 4850004550

distance 0.211 · cross-district

#18 · Nandedcell 4850004271

distance 0.212 · 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":4730004150}}}'

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.