Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007268

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006494

distance 0.1

#2 · Chandrapurcell 4730006829

distance 0.1

#3 · Chandrapurcell 4730007061

distance 0.104

#4 · Yavatmalcell 5000009144

distance 0.112 · cross-district

#5 · Chandrapurcell 4730006718

distance 0.113

#6 · Yavatmalcell 5000008195

distance 0.114 · cross-district

#7 · Wardhacell 4980000322

distance 0.114 · cross-district

#8 · Yavatmalcell 5000008190

distance 0.118 · cross-district

#9 · Wardhacell 4980000500

distance 0.119 · cross-district

#10 · Wardhacell 4980000087

distance 0.12 · cross-district

#11 · Chandrapurcell 4730007269

distance 0.121

#12 · Nagpurcell 4840000121

distance 0.123 · cross-district

#13 · Wardhacell 4980000800

distance 0.124 · cross-district

#14 · Yavatmalcell 5000007423

distance 0.124 · cross-district

#15 · Chandrapurcell 4730007058

distance 0.125

#16 · Wardhacell 4980000346

distance 0.126 · cross-district

#17 · Nagpurcell 4840000120

distance 0.127 · cross-district

#18 · Wardhacell 4980000435

distance 0.128 · 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":4730007268}}}'

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.