Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002448

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.334

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730003044

distance 0.334

#2 · Chandrapurcell 4730003457

distance 0.339

#3 · Kolhapurcell 4800004679

distance 0.364 · cross-district

#4 · Amravaticell 4680006148

distance 0.37 · cross-district

#5 · Amravaticell 4680002686

distance 0.373 · cross-district

#6 · Kolhapurcell 4800004414

distance 0.386 · cross-district

#7 · Ahmednagarcell 4660005136

distance 0.396 · cross-district

#8 · Kolhapurcell 4800004337

distance 0.397 · cross-district

#9 · Solapurcell 4960002717

distance 0.404 · cross-district

#10 · Nagpurcell 4840003297

distance 0.408 · cross-district

#11 · Chandrapurcell 4730003456

distance 0.416

#12 · Nagpurcell 4840003759

distance 0.429 · cross-district

#13 · Amravaticell 4680002688

distance 0.43 · cross-district

#14 · Jalgaoncell 4780009300

distance 0.43 · cross-district

#15 · Chandrapurcell 4730008105

distance 0.434

#16 · Nandedcell 4850004667

distance 0.435 · cross-district

#17 · Kolhapurcell 4800003942

distance 0.435 · cross-district

#18 · Laturcell 4810003370

distance 0.435 · 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":4730002448}}}'

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.