Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001162

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.282

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001102

distance 0.282

#2 · Kolhapurcell 4800001987

distance 0.31

#3 · Sanglicell 4930004918

distance 0.317 · cross-district

#4 · Bhandaracell 4710000697

distance 0.321 · cross-district

#5 · Gadchirolicell 4750005225

distance 0.322 · cross-district

#6 · Gadchirolicell 4750003026

distance 0.327 · cross-district

#7 · Gadchirolicell 4750005226

distance 0.331 · cross-district

#8 · Kolhapurcell 4800001163

distance 0.331

#9 · Gadchirolicell 4750003534

distance 0.332 · cross-district

#10 · Washimcell 4990001346

distance 0.334 · cross-district

#11 · Chandrapurcell 4730003999

distance 0.334 · cross-district

#12 · Sanglicell 4930004919

distance 0.335 · cross-district

#13 · Amravaticell 4680002183

distance 0.335 · cross-district

#14 · Jalgaoncell 4780006853

distance 0.338 · cross-district

#15 · Gadchirolicell 4750003396

distance 0.338 · cross-district

#16 · Nagpurcell 4840001174

distance 0.34 · cross-district

#17 · Gadchirolicell 4750007118

distance 0.341 · cross-district

#18 · Gadchirolicell 4750003219

distance 0.342 · 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":4800001162}}}'

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.