Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002014

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001684

distance 0.117

#2 · Kolhapurcell 4800002354

distance 0.155

#3 · Kolhapurcell 4800002130

distance 0.158

#4 · Beedcell 4700005055

distance 0.171 · cross-district

#5 · Kolhapurcell 4800002078

distance 0.182

#6 · Hingolicell 4770003741

distance 0.189 · cross-district

#7 · Kolhapurcell 4800001520

distance 0.192

#8 · Kolhapurcell 4800001673

distance 0.203

#9 · Kolhapurcell 4800001847

distance 0.207

#10 · Buldhanacell 4720000118

distance 0.207 · cross-district

#11 · Ahmednagarcell 4660003033

distance 0.212 · cross-district

#12 · Beedcell 4700004888

distance 0.212 · cross-district

#13 · Dharashivcell 4880003022

distance 0.213 · cross-district

#14 · Ahmednagarcell 4660004538

distance 0.213 · cross-district

#15 · Ahmednagarcell 4660002261

distance 0.217 · cross-district

#16 · Ahmednagarcell 4660003348

distance 0.218 · cross-district

#17 · Beedcell 4700005214

distance 0.218 · cross-district

#18 · Beedcell 4700004192

distance 0.218 · 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":4800002014}}}'

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.