Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002279

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.186

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002282

distance 0.186

#2 · Chandrapurcell 4730002478

distance 0.212

#3 · Bhandaracell 4710002864

distance 0.216 · cross-district

#4 · Nagpurcell 4840006256

distance 0.219 · cross-district

#5 · Bhandaracell 4710002924

distance 0.221 · cross-district

#6 · Amravaticell 4680002540

distance 0.222 · cross-district

#7 · Yavatmalcell 5000006906

distance 0.227 · cross-district

#8 · Nagpurcell 4840005478

distance 0.23 · cross-district

#9 · Wardhacell 4980000474

distance 0.232 · cross-district

#10 · Wardhacell 4980003112

distance 0.236 · cross-district

#11 · Chandrapurcell 4730001591

distance 0.242

#12 · Jalgaoncell 4780005673

distance 0.242 · cross-district

#13 · Yavatmalcell 5000006489

distance 0.243 · cross-district

#14 · Yavatmalcell 5000006951

distance 0.244 · cross-district

#15 · Dharashivcell 4880003935

distance 0.246 · cross-district

#16 · Chandrapurcell 4730001258

distance 0.246

#17 · Wardhacell 4980000570

distance 0.248 · cross-district

#18 · Nagpurcell 4840000900

distance 0.249 · 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":4730002279}}}'

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.