Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004095

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.224

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004089

distance 0.224

#2 · Dhulecell 4740000872

distance 0.289 · cross-district

#3 · Laturcell 4810003236

distance 0.307 · cross-district

#4 · Laturcell 4810003205

distance 0.311 · cross-district

#5 · Kolhapurcell 4800004017

distance 0.315

#6 · Solapurcell 4960011105

distance 0.317 · cross-district

#7 · Sanglicell 4930002368

distance 0.319 · cross-district

#8 · Solapurcell 4960011183

distance 0.32 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690002385

distance 0.322 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002177

distance 0.322 · cross-district

#11 · Jalgaoncell 4780005929

distance 0.323 · cross-district

#12 · Beedcell 4700000337

distance 0.327 · cross-district

#13 · Sanglicell 4930000347

distance 0.331 · cross-district

#14 · Jalnacell 4790004050

distance 0.333 · cross-district

#15 · Dhulecell 4740001257

distance 0.336 · cross-district

#16 · Parbhanicell 4890002763

distance 0.336 · cross-district

#17 · Sanglicell 4930000224

distance 0.337 · cross-district

#18 · Jalnacell 4790002694

distance 0.337 · 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":4800004095}}}'

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.