Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000293

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

0.185

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000281

distance 0.185

#2 · Kolhapurcell 4800000292

distance 0.252

#3 · Kolhapurcell 4800000276

distance 0.299

#4 · Sataracell 4940007849

distance 0.307 · cross-district

#5 · Sataracell 4940006271

distance 0.312 · cross-district

#6 · Sataracell 4940006483

distance 0.313 · cross-district

#7 · Ahmednagarcell 4660011945

distance 0.316 · cross-district

#8 · Punecell 4900000543

distance 0.316 · cross-district

#9 · Sataracell 4940006158

distance 0.316 · cross-district

#10 · Punecell 4900001001

distance 0.317 · cross-district

#11 · Sataracell 4940005357

distance 0.317 · cross-district

#12 · Sataracell 4940003861

distance 0.317 · cross-district

#13 · Sataracell 4940008157

distance 0.318 · cross-district

#14 · Sataracell 4940005356

distance 0.319 · cross-district

#15 · Sataracell 4940005076

distance 0.319 · cross-district

#16 · Nashikcell 4870002862

distance 0.32 · cross-district

#17 · Punecell 4900000314

distance 0.32 · cross-district

#18 · Sataracell 4940006378

distance 0.32 · 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":4800000293}}}'

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.