Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005147

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005234

distance 0.142

#2 · Kolhapurcell 4800005235

distance 0.211

#3 · Nashikcell 4870006733

distance 0.279 · cross-district

#4 · Jalgaoncell 4780008210

distance 0.309 · cross-district

#5 · Jalgaoncell 4780008322

distance 0.313 · cross-district

#6 · Jalgaoncell 4780008545

distance 0.319 · cross-district

#7 · Sanglicell 4930003877

distance 0.326 · cross-district

#8 · Punecell 4900000233

distance 0.332 · cross-district

#9 · Sanglicell 4930002675

distance 0.333 · cross-district

#10 · Kolhapurcell 4800004122

distance 0.336

#11 · Sanglicell 4930003545

distance 0.337 · cross-district

#12 · Punecell 4900000232

distance 0.338 · cross-district

#13 · Solapurcell 4960011564

distance 0.341 · cross-district

#14 · Solapurcell 4960010991

distance 0.343 · cross-district

#15 · Ahmednagarcell 4660003090

distance 0.346 · cross-district

#16 · Sanglicell 4930004194

distance 0.347 · cross-district

#17 · Jalgaoncell 4780008880

distance 0.349 · cross-district

#18 · Punecell 4900001464

distance 0.352 · 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":4800005147}}}'

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.