Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002629

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

0.246

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000229

distance 0.246 · cross-district

#2 · Beedcell 4700002694

distance 0.29 · cross-district

#3 · Nashikcell 4870007472

distance 0.31 · cross-district

#4 · Sanglicell 4930004428

distance 0.311 · cross-district

#5 · Nandurbarcell 4860002491

distance 0.311 · cross-district

#6 · Beedcell 4700003041

distance 0.314 · cross-district

#7 · Ahmednagarcell 4660014063

distance 0.315 · cross-district

#8 · Kolhapurcell 4800002593

distance 0.317

#9 · Nandedcell 4850000680

distance 0.318 · cross-district

#10 · Solapurcell 4960000975

distance 0.319 · cross-district

#11 · Dhulecell 4740000656

distance 0.319 · cross-district

#12 · Dharashivcell 4880000072

distance 0.322 · cross-district

#13 · Dharashivcell 4880000031

distance 0.322 · cross-district

#14 · Nashikcell 4870004309

distance 0.323 · cross-district

#15 · Ahmednagarcell 4660012063

distance 0.324 · cross-district

#16 · Solapurcell 4960000355

distance 0.325 · cross-district

#17 · Dharashivcell 4880005323

distance 0.326 · cross-district

#18 · Beedcell 4700007040

distance 0.326 · 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":4800002629}}}'

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.