Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004797

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004611

distance 0.173

#2 · Wardhacell 4980002270

distance 0.203 · cross-district

#3 · Wardhacell 4980003281

distance 0.211 · cross-district

#4 · Yavatmalcell 5000008075

distance 0.218 · cross-district

#5 · Yavatmalcell 5000003033

distance 0.22 · cross-district

#6 · Solapurcell 4960008220

distance 0.22 · cross-district

#7 · Yavatmalcell 5000010928

distance 0.221 · cross-district

#8 · Yavatmalcell 5000004206

distance 0.225 · cross-district

#9 · Yavatmalcell 5000003396

distance 0.226 · cross-district

#10 · Yavatmalcell 5000008112

distance 0.226 · cross-district

#11 · Nagpurcell 4840001033

distance 0.228 · cross-district

#12 · Jalgaoncell 4780006112

distance 0.228 · cross-district

#13 · Yavatmalcell 5000007292

distance 0.231 · cross-district

#14 · Wardhacell 4980003112

distance 0.234 · cross-district

#15 · Chandrapurcell 4730002802

distance 0.242

#16 · Buldhanacell 4720006009

distance 0.243 · cross-district

#17 · Wardhacell 4980003113

distance 0.243 · cross-district

#18 · Yavatmalcell 5000005147

distance 0.244 · 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":4730004797}}}'

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.