Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002155

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.14

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800001780

distance 0.14

#2 · Kolhapurcell 4800002246

distance 0.141

#3 · Kolhapurcell 4800002255

distance 0.143

#4 · Kolhapurcell 4800002019

distance 0.148

#5 · Kolhapurcell 4800002211

distance 0.15

#6 · Kolhapurcell 4800001675

distance 0.15

#7 · Kolhapurcell 4800002389

distance 0.153

#8 · Kolhapurcell 4800002256

distance 0.153

#9 · Kolhapurcell 4800001897

distance 0.154

#10 · Kolhapurcell 4800002388

distance 0.154

#11 · Kolhapurcell 4800002483

distance 0.155

#12 · Kolhapurcell 4800001335

distance 0.156

#13 · Kolhapurcell 4800002529

distance 0.16

#14 · Kolhapurcell 4800001838

distance 0.162

#15 · Kolhapurcell 4800002309

distance 0.164

#16 · Kolhapurcell 4800001562

distance 0.164

#17 · Kolhapurcell 4800002435

distance 0.168

#18 · Kolhapurcell 4800002055

distance 0.168

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":4800002155}}}'

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.