Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006002

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

0.211

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930001495

distance 0.211 · cross-district

#2 · Sanglicell 4930001229

distance 0.216 · cross-district

#3 · Sanglicell 4930002981

distance 0.218 · cross-district

#4 · Sanglicell 4930001106

distance 0.238 · cross-district

#5 · Kolhapurcell 4800002685

distance 0.244

#6 · Kolhapurcell 4800003665

distance 0.248

#7 · Kolhapurcell 4800002690

distance 0.252

#8 · Sataracell 4940001412

distance 0.256 · cross-district

#9 · Nashikcell 4870007455

distance 0.257 · cross-district

#10 · Sanglicell 4930001647

distance 0.259 · cross-district

#11 · Sanglicell 4930001816

distance 0.261 · cross-district

#12 · Kolhapurcell 4800003228

distance 0.263

#13 · Kolhapurcell 4800005998

distance 0.263

#14 · Solapurcell 4960004512

distance 0.265 · cross-district

#15 · Sataracell 4940000936

distance 0.266 · cross-district

#16 · Sataracell 4940007510

distance 0.269 · cross-district

#17 · Kolhapurcell 4800002637

distance 0.269

#18 · Kolhapurcell 4800002579

distance 0.272

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":4800006002}}}'

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.