Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004360

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003812

distance 0.126

#2 · Chandrapurcell 4730003882

distance 0.153

#3 · Chandrapurcell 4730003567

distance 0.169

#4 · Gadchirolicell 4750005516

distance 0.177 · cross-district

#5 · Chandrapurcell 4730002929

distance 0.186

#6 · Chandrapurcell 4730002912

distance 0.189

#7 · Chandrapurcell 4730003790

distance 0.202

#8 · Gadchirolicell 4750008114

distance 0.207 · cross-district

#9 · Chandrapurcell 4730006905

distance 0.209

#10 · Chandrapurcell 4730003719

distance 0.211

#11 · Gadchirolicell 4750008119

distance 0.216 · cross-district

#12 · Gadchirolicell 4750008356

distance 0.22 · cross-district

#13 · Gadchirolicell 4750005526

distance 0.22 · cross-district

#14 · Chandrapurcell 4730003473

distance 0.221

#15 · Gadchirolicell 4750006927

distance 0.223 · cross-district

#16 · Amravaticell 4680007212

distance 0.223 · cross-district

#17 · Gadchirolicell 4750006285

distance 0.232 · cross-district

#18 · Chandrapurcell 4730003560

distance 0.232

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":4730004360}}}'

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.