Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003423

The MH-36 locality cells most similar to this Kolhapur 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.183

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003518

distance 0.183

#2 · Kolhapurcell 4800003535

distance 0.192

#3 · Kolhapurcell 4800003788

distance 0.243

#4 · Kolhapurcell 4800002966

distance 0.261

#5 · Sataracell 4940006162

distance 0.262 · cross-district

#6 · Kolhapurcell 4800002868

distance 0.272

#7 · Sataracell 4940003628

distance 0.272 · cross-district

#8 · Kolhapurcell 4800003371

distance 0.276

#9 · Punecell 4900000347

distance 0.277 · cross-district

#10 · Sataracell 4940005460

distance 0.278 · cross-district

#11 · Kolhapurcell 4800003525

distance 0.279

#12 · Sataracell 4940008533

distance 0.281 · cross-district

#13 · Kolhapurcell 4800003084

distance 0.282

#14 · Sataracell 4940005346

distance 0.283 · cross-district

#15 · Punecell 4900000820

distance 0.284 · cross-district

#16 · Sataracell 4940005935

distance 0.287 · cross-district

#17 · Kolhapurcell 4800002782

distance 0.289

#18 · Sataracell 4940008580

distance 0.294 · 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":480,"cluster_id":4800003423}}}'

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.