Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003596

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

0.92

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 4730002424

distance 0.186

#2 · Yavatmalcell 5000003056

distance 0.196 · cross-district

#3 · Nandedcell 4850002212

distance 0.202 · cross-district

#4 · Yavatmalcell 5000002095

distance 0.202 · cross-district

#5 · Nandedcell 4850001344

distance 0.203 · cross-district

#6 · Chandrapurcell 4730001295

distance 0.203

#7 · Yavatmalcell 5000002338

distance 0.204 · cross-district

#8 · Yavatmalcell 5000002239

distance 0.206 · cross-district

#9 · Chandrapurcell 4730003611

distance 0.208

#10 · Chandrapurcell 4730001291

distance 0.215

#11 · Hingolicell 4770000566

distance 0.222 · cross-district

#12 · Chandrapurcell 4730001826

distance 0.223

#13 · Chandrapurcell 4730001277

distance 0.224

#14 · Chandrapurcell 4730002431

distance 0.224

#15 · Nandedcell 4850008020

distance 0.224 · cross-district

#16 · Nandedcell 4850000162

distance 0.224 · cross-district

#17 · Chandrapurcell 4730002502

distance 0.227

#18 · Chandrapurcell 4730002443

distance 0.228

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":4730003596}}}'

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.