Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005549

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

0.166

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760000586

distance 0.166 · cross-district

#2 · Gondiacell 4760000337

distance 0.177 · cross-district

#3 · Gondiacell 4760000701

distance 0.188 · cross-district

#4 · Gondiacell 4760000529

distance 0.192 · cross-district

#5 · Chandrapurcell 4730005655

distance 0.196

#6 · Gondiacell 4760000303

distance 0.202 · cross-district

#7 · Gadchirolicell 4750005748

distance 0.203 · cross-district

#8 · Gadchirolicell 4750005749

distance 0.206 · cross-district

#9 · Chandrapurcell 4730004462

distance 0.21

#10 · Gadchirolicell 4750005835

distance 0.211 · cross-district

#11 · Gadchirolicell 4750005747

distance 0.212 · cross-district

#12 · Gondiacell 4760000405

distance 0.213 · cross-district

#13 · Gondiacell 4760000406

distance 0.214 · cross-district

#14 · Gondiacell 4760000482

distance 0.214 · cross-district

#15 · Gadchirolicell 4750010121

distance 0.219 · cross-district

#16 · Gadchirolicell 4750005836

distance 0.219 · cross-district

#17 · Gondiacell 4760000348

distance 0.219 · cross-district

#18 · Gadchirolicell 4750010335

distance 0.221 · 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":4730005549}}}'

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.