Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002282

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.171

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002295

distance 0.171

#2 · Yavatmalcell 5000003783

distance 0.182 · cross-district

#3 · Chandrapurcell 4730002279

distance 0.186

#4 · Chandrapurcell 4730001823

distance 0.203

#5 · Jalgaoncell 4780004959

distance 0.206 · cross-district

#6 · Washimcell 4990001253

distance 0.206 · cross-district

#7 · Chandrapurcell 4730002666

distance 0.209

#8 · Buldhanacell 4720006152

distance 0.209 · cross-district

#9 · Chandrapurcell 4730002604

distance 0.21

#10 · Amravaticell 4680004218

distance 0.212 · cross-district

#11 · Hingolicell 4770003827

distance 0.214 · cross-district

#12 · Akolacell 4670004331

distance 0.215 · cross-district

#13 · Jalgaoncell 4780007784

distance 0.215 · cross-district

#14 · Washimcell 4990003587

distance 0.215 · cross-district

#15 · Akolacell 4670001867

distance 0.218 · cross-district

#16 · Chandrapurcell 4730000854

distance 0.218

#17 · Chandrapurcell 4730001679

distance 0.22

#18 · Nandedcell 4850004632

distance 0.221 · 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":4730002282}}}'

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.