Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005224

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

0.15

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005223

distance 0.15

#2 · Solapurcell 4960008085

distance 0.209 · cross-district

#3 · Kolhapurcell 4800003967

distance 0.23

#4 · Kolhapurcell 4800003611

distance 0.248

#5 · Kolhapurcell 4800005397

distance 0.25

#6 · Ahmednagarcell 4660011512

distance 0.264 · cross-district

#7 · Sataracell 4940008604

distance 0.284 · cross-district

#8 · Sanglicell 4930005991

distance 0.286 · cross-district

#9 · Ahmednagarcell 4660014019

distance 0.288 · cross-district

#10 · Solapurcell 4960008208

distance 0.29 · cross-district

#11 · Nashikcell 4870011441

distance 0.292 · cross-district

#12 · Nashikcell 4870010194

distance 0.295 · cross-district

#13 · Sanglicell 4930005974

distance 0.296 · cross-district

#14 · Nashikcell 4870001313

distance 0.296 · cross-district

#15 · Ahmednagarcell 4660002870

distance 0.297 · cross-district

#16 · Sataracell 4940002106

distance 0.298 · cross-district

#17 · Solapurcell 4960003959

distance 0.3 · cross-district

#18 · Sanglicell 4930005734

distance 0.3 · 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":4800005224}}}'

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.