Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005331

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.028

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005330

distance 0.028

#2 · Chandrapurcell 4730005233

distance 0.082

#3 · Chandrapurcell 4730005229

distance 0.1

#4 · Chandrapurcell 4730005328

distance 0.104

#5 · Chandrapurcell 4730005140

distance 0.115

#6 · Chandrapurcell 4730007221

distance 0.123

#7 · Bhandaracell 4710000386

distance 0.137 · cross-district

#8 · Chandrapurcell 4730005332

distance 0.143

#9 · Bhandaracell 4710000431

distance 0.143 · cross-district

#10 · Bhandaracell 4710000519

distance 0.145 · cross-district

#11 · Chandrapurcell 4730007208

distance 0.146

#12 · Chandrapurcell 4730007015

distance 0.147

#13 · Gondiacell 4760000049

distance 0.148 · cross-district

#14 · Chandrapurcell 4730007017

distance 0.149

#15 · Gondiacell 4760000050

distance 0.15 · cross-district

#16 · Chandrapurcell 4730007094

distance 0.15

#17 · Chandrapurcell 4730007014

distance 0.151

#18 · Chandrapurcell 4730007125

distance 0.151

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":4730005331}}}'

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.