Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002592

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.339

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002525

distance 0.339

#2 · Chandrapurcell 4730004519

distance 0.349

#3 · Yavatmalcell 5000001675

distance 0.349 · cross-district

#4 · Gadchirolicell 4750006202

distance 0.354 · cross-district

#5 · Jalgaoncell 4780007209

distance 0.362 · cross-district

#6 · Chandrapurcell 4730008141

distance 0.365

#7 · Akolacell 4670000399

distance 0.371 · cross-district

#8 · Chandrapurcell 4730001287

distance 0.373

#9 · Nagpurcell 4840007917

distance 0.382 · cross-district

#10 · Nagpurcell 4840000402

distance 0.382 · cross-district

#11 · Bhandaracell 4710003203

distance 0.389 · cross-district

#12 · Akolacell 4670002730

distance 0.389 · cross-district

#13 · Yavatmalcell 5000003585

distance 0.393 · cross-district

#14 · Amravaticell 4680005889

distance 0.395 · cross-district

#15 · Chandrapurcell 4730002927

distance 0.396

#16 · Buldhanacell 4720006091

distance 0.401 · cross-district

#17 · Nagpurcell 4840001390

distance 0.403 · cross-district

#18 · Akolacell 4670003419

distance 0.404 · 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":4730002592}}}'

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.