Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003695

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

0.277

lower = more alike (weighted)

The twins, closest first

#1 · Akolacell 4670001703

distance 0.277 · cross-district

#2 · Kolhapurcell 4800004588

distance 0.292 · cross-district

#3 · Jalgaoncell 4780005887

distance 0.293 · cross-district

#4 · Nagpurcell 4840004478

distance 0.309 · cross-district

#5 · Chandrapurcell 4730003311

distance 0.318

#6 · Chandrapurcell 4730002835

distance 0.32

#7 · Jalgaoncell 4780004180

distance 0.321 · cross-district

#8 · Jalgaoncell 4780005781

distance 0.323 · cross-district

#9 · Jalgaoncell 4780005930

distance 0.327 · cross-district

#10 · Chandrapurcell 4730003861

distance 0.328

#11 · Kolhapurcell 4800005376

distance 0.329 · cross-district

#12 · Nagpurcell 4840002901

distance 0.329 · cross-district

#13 · Yavatmalcell 5000003090

distance 0.34 · cross-district

#14 · Jalgaoncell 4780005644

distance 0.343 · cross-district

#15 · Kolhapurcell 4800004089

distance 0.344 · cross-district

#16 · Nagpurcell 4840005085

distance 0.345 · cross-district

#17 · Chandrapurcell 4730003693

distance 0.346

#18 · Kolhapurcell 4800004424

distance 0.347 · 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":4730003695}}}'

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.