Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006133

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005936

distance 0.165

#2 · Sanglicell 4930003160

distance 0.257 · cross-district

#3 · Nashikcell 4870012994

distance 0.258 · cross-district

#4 · Sanglicell 4930003339

distance 0.265 · cross-district

#5 · Sanglicell 4930003171

distance 0.266 · cross-district

#6 · Sanglicell 4930002312

distance 0.278 · cross-district

#7 · Kolhapurcell 4800006367

distance 0.28

#8 · Nashikcell 4870013400

distance 0.286 · cross-district

#9 · Ahmednagarcell 4660008830

distance 0.3 · cross-district

#10 · Nandurbarcell 4860004027

distance 0.31 · cross-district

#11 · Nashikcell 4870009026

distance 0.333 · cross-district

#12 · Nandurbarcell 4860003748

distance 0.333 · cross-district

#13 · Sanglicell 4930003523

distance 0.334 · cross-district

#14 · Nashikcell 4870012590

distance 0.34 · cross-district

#15 · Nashikcell 4870012105

distance 0.341 · cross-district

#16 · Ahmednagarcell 4660012320

distance 0.342 · cross-district

#17 · Nashikcell 4870002242

distance 0.345 · cross-district

#18 · Ahmednagarcell 4660004568

distance 0.351 · 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":4800006133}}}'

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.