Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003677

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

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001671

distance 0.224 · cross-district

#2 · Yavatmalcell 5000002286

distance 0.226 · cross-district

#3 · Chandrapurcell 4730003169

distance 0.227

#4 · Chandrapurcell 4730004072

distance 0.243

#5 · Yavatmalcell 5000005822

distance 0.248 · cross-district

#6 · Nandedcell 4850001358

distance 0.253 · cross-district

#7 · Chandrapurcell 4730003235

distance 0.255

#8 · Chandrapurcell 4730003000

distance 0.259

#9 · Chandrapurcell 4730004361

distance 0.263

#10 · Akolacell 4670004149

distance 0.264 · cross-district

#11 · Chandrapurcell 4730002295

distance 0.275

#12 · Chandrapurcell 4730003101

distance 0.276

#13 · Chandrapurcell 4730002686

distance 0.283

#14 · Yavatmalcell 5000007540

distance 0.283 · cross-district

#15 · Amravaticell 4680005899

distance 0.284 · cross-district

#16 · Buldhanacell 4720007700

distance 0.285 · cross-district

#17 · Akolacell 4670003350

distance 0.285 · cross-district

#18 · Chandrapurcell 4730002991

distance 0.286

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":4730003677}}}'

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.