Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005466

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

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005785

distance 0.211

#2 · Nashikcell 4870007622

distance 0.245 · cross-district

#3 · Ahmednagarcell 4660014219

distance 0.249 · cross-district

#4 · Nashikcell 4870007490

distance 0.266 · cross-district

#5 · Sanglicell 4930005412

distance 0.267 · cross-district

#6 · Sanglicell 4930001666

distance 0.271 · cross-district

#7 · Solapurcell 4960007556

distance 0.274 · cross-district

#8 · Solapurcell 4960007023

distance 0.276 · cross-district

#9 · Sanglicell 4930003887

distance 0.28 · cross-district

#10 · Ahmednagarcell 4660014226

distance 0.284 · cross-district

#11 · Nashikcell 4870007625

distance 0.284 · cross-district

#12 · Nashikcell 4870007627

distance 0.286 · cross-district

#13 · Nashikcell 4870008060

distance 0.289 · cross-district

#14 · Nashikcell 4870003142

distance 0.289 · cross-district

#15 · Nashikcell 4870003982

distance 0.29 · cross-district

#16 · Solapurcell 4960007800

distance 0.29 · cross-district

#17 · Sanglicell 4930004663

distance 0.292 · cross-district

#18 · Sataracell 4940000156

distance 0.294 · 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":4800005466}}}'

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.