Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003041

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002971

distance 0.272

#2 · Chandrapurcell 4730003109

distance 0.286

#3 · Akolacell 4670002008

distance 0.299 · cross-district

#4 · Nagpurcell 4840004591

distance 0.302 · cross-district

#5 · Chandrapurcell 4730003319

distance 0.305

#6 · Laturcell 4810003478

distance 0.306 · cross-district

#7 · Chandrapurcell 4730003040

distance 0.309

#8 · Amravaticell 4680002165

distance 0.311 · cross-district

#9 · Nagpurcell 4840003764

distance 0.312 · cross-district

#10 · Nagpurcell 4840003005

distance 0.313 · cross-district

#11 · Nagpurcell 4840004950

distance 0.313 · cross-district

#12 · Chandrapurcell 4730003861

distance 0.315

#13 · Nandedcell 4850005935

distance 0.316 · cross-district

#14 · Amravaticell 4680001508

distance 0.321 · cross-district

#15 · Chandrapurcell 4730004042

distance 0.333

#16 · Nagpurcell 4840002792

distance 0.336 · cross-district

#17 · Wardhacell 4980002495

distance 0.339 · cross-district

#18 · Akolacell 4670000991

distance 0.341 · 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":4730003041}}}'

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.