Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008128

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.072

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007710

distance 0.072

#2 · Chandrapurcell 4730008219

distance 0.086

#3 · Chandrapurcell 4730008464

distance 0.099

#4 · Chandrapurcell 4730008129

distance 0.104

#5 · Chandrapurcell 4730008463

distance 0.11

#6 · Gondiacell 4760000145

distance 0.113 · cross-district

#7 · Gondiacell 4760000079

distance 0.117 · cross-district

#8 · Chandrapurcell 4730008537

distance 0.12

#9 · Bhandaracell 4710000687

distance 0.121 · cross-district

#10 · Bhandaracell 4710000601

distance 0.122 · cross-district

#11 · Gadchirolicell 4750011311

distance 0.124 · cross-district

#12 · Chandrapurcell 4730007709

distance 0.124

#13 · Chandrapurcell 4730008023

distance 0.125

#14 · Gadchirolicell 4750010702

distance 0.126 · cross-district

#15 · Gondiacell 4760000078

distance 0.128 · cross-district

#16 · Gadchirolicell 4750011516

distance 0.133 · cross-district

#17 · Gadchirolicell 4750010309

distance 0.133 · cross-district

#18 · Gadchirolicell 4750010707

distance 0.134 · 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":4730008128}}}'

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.