Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001163

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 2 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.24

lower = more alike (weighted)

The twins, closest first

#1 · Sindhudurgcell 4950000409

distance 0.24 · cross-district

#2 · Gadchirolicell 4750006278

distance 0.243 · cross-district

#3 · Gadchirolicell 4750006246

distance 0.245 · cross-district

#4 · Gadchirolicell 4750006253

distance 0.248 · cross-district

#5 · Gadchirolicell 4750003381

distance 0.257 · cross-district

#6 · Gadchirolicell 4750005644

distance 0.258 · cross-district

#7 · Gadchirolicell 4750006815

distance 0.259 · cross-district

#8 · Gadchirolicell 4750005732

distance 0.26 · cross-district

#9 · Sindhudurgcell 4950000610

distance 0.26 · cross-district

#10 · Gadchirolicell 4750007191

distance 0.26 · cross-district

#11 · Sindhudurgcell 4950001246

distance 0.262 · cross-district

#12 · Gadchirolicell 4750006580

distance 0.263 · cross-district

#13 · Gadchirolicell 4750006441

distance 0.264 · cross-district

#14 · Gadchirolicell 4750006816

distance 0.267 · cross-district

#15 · Gadchirolicell 4750007119

distance 0.267 · cross-district

#16 · Gadchirolicell 4750006336

distance 0.267 · cross-district

#17 · Gadchirolicell 4750005731

distance 0.271 · cross-district

#18 · Gadchirolicell 4750005580

distance 0.271 · 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":4800001163}}}'

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.