Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003486

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

0.169

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003741

distance 0.169

#2 · Kolhapurcell 4800003549

distance 0.172

#3 · Sanglicell 4930005296

distance 0.197 · cross-district

#4 · Amravaticell 4680007506

distance 0.225 · cross-district

#5 · Kolhapurcell 4800003895

distance 0.228

#6 · Kolhapurcell 4800003427

distance 0.229

#7 · Amravaticell 4680007054

distance 0.232 · cross-district

#8 · Solapurcell 4960012060

distance 0.233 · cross-district

#9 · Sanglicell 4930001838

distance 0.233 · cross-district

#10 · Akolacell 4670000448

distance 0.234 · cross-district

#11 · Amravaticell 4680007046

distance 0.235 · cross-district

#12 · Amravaticell 4680007043

distance 0.236 · cross-district

#13 · Amravaticell 4680006606

distance 0.236 · cross-district

#14 · Kolhapurcell 4800003886

distance 0.236

#15 · Punecell 4900004586

distance 0.237 · cross-district

#16 · Amravaticell 4680007359

distance 0.238 · cross-district

#17 · Amravaticell 4680007191

distance 0.238 · cross-district

#18 · Amravaticell 4680004269

distance 0.238 · 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":4800003486}}}'

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.