Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004889

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

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004199

distance 0.153

#2 · Sataracell 4940000950

distance 0.273 · cross-district

#3 · Kolhapurcell 4800004526

distance 0.3

#4 · Kolhapurcell 4800004871

distance 0.301

#5 · Punecell 4900000880

distance 0.308 · cross-district

#6 · Ahmednagarcell 4660001431

distance 0.312 · cross-district

#7 · Sataracell 4940004845

distance 0.319 · cross-district

#8 · Solapurcell 4960009486

distance 0.33 · cross-district

#9 · Punecell 4900001222

distance 0.33 · cross-district

#10 · Sataracell 4940000892

distance 0.334 · cross-district

#11 · Sanglicell 4930000250

distance 0.338 · cross-district

#12 · Kolhapurcell 4800004276

distance 0.345

#13 · Kolhapurcell 4800005230

distance 0.346

#14 · Nashikcell 4870011306

distance 0.352 · cross-district

#15 · Kolhapurcell 4800004288

distance 0.352

#16 · Sataracell 4940004955

distance 0.354 · cross-district

#17 · Punecell 4900001313

distance 0.36 · cross-district

#18 · Sataracell 4940004843

distance 0.38 · 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":4800004889}}}'

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.