Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730004997

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.194

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750011714

distance 0.194 · cross-district

#2 · Yavatmalcell 5000002463

distance 0.199 · cross-district

#3 · Chandrapurcell 4730007186

distance 0.201

#4 · Washimcell 4990002172

distance 0.207 · cross-district

#5 · Jalgaoncell 4780003155

distance 0.22 · cross-district

#6 · Chandrapurcell 4730002875

distance 0.22

#7 · Yavatmalcell 5000001983

distance 0.221 · cross-district

#8 · Chandrapurcell 4730006159

distance 0.229

#9 · Gadchirolicell 4750010911

distance 0.229 · cross-district

#10 · Chandrapurcell 4730006815

distance 0.236

#11 · Gadchirolicell 4750007885

distance 0.238 · cross-district

#12 · Buldhanacell 4720002979

distance 0.24 · cross-district

#13 · Hingolicell 4770003927

distance 0.24 · cross-district

#14 · Chandrapurcell 4730005389

distance 0.241

#15 · Amravaticell 4680001254

distance 0.242 · cross-district

#16 · Yavatmalcell 5000010182

distance 0.242 · cross-district

#17 · Yavatmalcell 5000005708

distance 0.244 · cross-district

#18 · Chandrapurcell 4730004197

distance 0.246

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":4730004997}}}'

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.