Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004873

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.286

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960010130

distance 0.286 · cross-district

#2 · Solapurcell 4960000470

distance 0.292 · cross-district

#3 · Ahmednagarcell 4660001333

distance 0.293 · cross-district

#4 · Sataracell 4940007707

distance 0.296 · cross-district

#5 · Sataracell 4940007604

distance 0.299 · cross-district

#6 · Kolhapurcell 4800003965

distance 0.304

#7 · Washimcell 4990004272

distance 0.309 · cross-district

#8 · Kolhapurcell 4800004866

distance 0.309

#9 · Sanglicell 4930006033

distance 0.312 · cross-district

#10 · Ahmednagarcell 4660003995

distance 0.312 · cross-district

#11 · Ahmednagarcell 4660014221

distance 0.313 · cross-district

#12 · Sanglicell 4930006110

distance 0.318 · cross-district

#13 · Akolacell 4670004352

distance 0.324 · cross-district

#14 · Washimcell 4990000641

distance 0.325 · cross-district

#15 · Ahmednagarcell 4660003658

distance 0.325 · cross-district

#16 · Buldhanacell 4720006223

distance 0.326 · cross-district

#17 · Sanglicell 4930003011

distance 0.329 · cross-district

#18 · Ahmednagarcell 4660013217

distance 0.33 · 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":4800004873}}}'

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.