Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003871

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.156

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850000671

distance 0.156 · cross-district

#2 · Solapurcell 4960007334

distance 0.167 · cross-district

#3 · Solapurcell 4960006348

distance 0.176 · cross-district

#4 · Nandedcell 4850000346

distance 0.188 · cross-district

#5 · Beedcell 4700001766

distance 0.191 · cross-district

#6 · Sanglicell 4930006142

distance 0.191 · cross-district

#7 · Jalgaoncell 4780003828

distance 0.192 · cross-district

#8 · Dharashivcell 4880000622

distance 0.193 · cross-district

#9 · Amravaticell 4680004276

distance 0.193 · cross-district

#10 · Nandedcell 4850000243

distance 0.194 · cross-district

#11 · Nandedcell 4850000263

distance 0.195 · cross-district

#12 · Solapurcell 4960005534

distance 0.196 · cross-district

#13 · Washimcell 4990004113

distance 0.197 · cross-district

#14 · Jalgaoncell 4780003696

distance 0.198 · cross-district

#15 · Buldhanacell 4720000712

distance 0.2 · cross-district

#16 · Nandedcell 4850000521

distance 0.2 · cross-district

#17 · Jalgaoncell 4780002672

distance 0.201 · cross-district

#18 · Laturcell 4810002543

distance 0.204 · 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":4800003871}}}'

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.