Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005469

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

0.153

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006126

distance 0.153 · cross-district

#2 · Sanglicell 4930005533

distance 0.162 · cross-district

#3 · Sanglicell 4930004228

distance 0.171 · cross-district

#4 · Sanglicell 4930003008

distance 0.177 · cross-district

#5 · Sanglicell 4930005959

distance 0.191 · cross-district

#6 · Sanglicell 4930005638

distance 0.215 · cross-district

#7 · Sanglicell 4930007161

distance 0.216 · cross-district

#8 · Nashikcell 4870006429

distance 0.219 · cross-district

#9 · Nashikcell 4870005417

distance 0.221 · cross-district

#10 · Kolhapurcell 4800004698

distance 0.225

#11 · Ahmednagarcell 4660000800

distance 0.228 · cross-district

#12 · Sanglicell 4930005187

distance 0.229 · cross-district

#13 · Ahmednagarcell 4660000799

distance 0.229 · cross-district

#14 · Sataracell 4940008035

distance 0.229 · cross-district

#15 · Sanglicell 4930006405

distance 0.232 · cross-district

#16 · Ahmednagarcell 4660002634

distance 0.235 · cross-district

#17 · Ahmednagarcell 4660000460

distance 0.236 · cross-district

#18 · Sataracell 4940007822

distance 0.237 · 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":4800005469}}}'

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.