Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003483

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800002887

distance 0.184

#2 · Kolhapurcell 4800003476

distance 0.192

#3 · Kolhapurcell 4800002929

distance 0.208

#4 · Kolhapurcell 4800003477

distance 0.211

#5 · Kolhapurcell 4800003587

distance 0.218

#6 · Punecell 4900000508

distance 0.219 · cross-district

#7 · Ahmednagarcell 4660000009

distance 0.221 · cross-district

#8 · Solapurcell 4960007932

distance 0.223 · cross-district

#9 · Sataracell 4940002380

distance 0.223 · cross-district

#10 · Kolhapurcell 4800003016

distance 0.223

#11 · Kolhapurcell 4800003473

distance 0.223

#12 · Beedcell 4700006543

distance 0.226 · cross-district

#13 · Kolhapurcell 4800003583

distance 0.227

#14 · Sataracell 4940006046

distance 0.23 · cross-district

#15 · Kolhapurcell 4800002877

distance 0.231

#16 · Sataracell 4940002386

distance 0.232 · cross-district

#17 · Solapurcell 4960008384

distance 0.235 · cross-district

#18 · Punecell 4900000729

distance 0.239 · 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":4800003483}}}'

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.