Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008232

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008314

distance 0.156

#2 · Chandrapurcell 4730007525

distance 0.165

#3 · Wardhacell 4980000413

distance 0.166 · cross-district

#4 · Chandrapurcell 4730007862

distance 0.186

#5 · Wardhacell 4980000358

distance 0.19 · cross-district

#6 · Chandrapurcell 4730008319

distance 0.192

#7 · Chandrapurcell 4730007856

distance 0.195

#8 · Yavatmalcell 5000009525

distance 0.199 · cross-district

#9 · Wardhacell 4980000731

distance 0.201 · cross-district

#10 · Wardhacell 4980000129

distance 0.205 · cross-district

#11 · Chandrapurcell 4730007950

distance 0.206

#12 · Jalgaoncell 4780002866

distance 0.208 · cross-district

#13 · Buldhanacell 4720002334

distance 0.209 · cross-district

#14 · Wardhacell 4980000469

distance 0.21 · cross-district

#15 · Chandrapurcell 4730007752

distance 0.211

#16 · Wardhacell 4980000664

distance 0.211 · cross-district

#17 · Nagpurcell 4840001015

distance 0.212 · cross-district

#18 · Chandrapurcell 4730009315

distance 0.214

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":4730008232}}}'

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.