Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006183

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.263

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005867

distance 0.263

#2 · Sanglicell 4930001497

distance 0.3 · cross-district

#3 · Sataracell 4940001224

distance 0.303 · cross-district

#4 · Ahmednagarcell 4660013189

distance 0.338 · cross-district

#5 · Nashikcell 4870011415

distance 0.341 · cross-district

#6 · Ahmednagarcell 4660013079

distance 0.358 · cross-district

#7 · Kolhapurcell 4800004314

distance 0.358

#8 · Nashikcell 4870008913

distance 0.364 · cross-district

#9 · Nashikcell 4870008760

distance 0.366 · cross-district

#10 · Sanglicell 4930003688

distance 0.37 · cross-district

#11 · Sataracell 4940002833

distance 0.375 · cross-district

#12 · Nashikcell 4870009041

distance 0.375 · cross-district

#13 · Nashikcell 4870010275

distance 0.376 · cross-district

#14 · Ahmednagarcell 4660011501

distance 0.377 · cross-district

#15 · Nandurbarcell 4860004030

distance 0.38 · cross-district

#16 · Sataracell 4940001744

distance 0.382 · cross-district

#17 · Kolhapurcell 4800006367

distance 0.386

#18 · Nashikcell 4870009455

distance 0.388 · 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":4800006183}}}'

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.