Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800006078

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.273

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940002950

distance 0.273 · cross-district

#2 · Kolhapurcell 4800006107

distance 0.296

#3 · Sataracell 4940000141

distance 0.299 · cross-district

#4 · Kolhapurcell 4800005881

distance 0.3

#5 · Sataracell 4940005930

distance 0.318 · cross-district

#6 · Sataracell 4940008117

distance 0.319 · cross-district

#7 · Kolhapurcell 4800006103

distance 0.326

#8 · Kolhapurcell 4800003713

distance 0.329

#9 · Solapurcell 4960007671

distance 0.332 · cross-district

#10 · Nashikcell 4870005403

distance 0.333 · cross-district

#11 · Kolhapurcell 4800002886

distance 0.335

#12 · Ahmednagarcell 4660011986

distance 0.336 · cross-district

#13 · Sataracell 4940008211

distance 0.345 · cross-district

#14 · Nashikcell 4870001247

distance 0.347 · cross-district

#15 · Ahmednagarcell 4660011839

distance 0.347 · cross-district

#16 · Punecell 4900000811

distance 0.349 · cross-district

#17 · Beedcell 4700005839

distance 0.349 · cross-district

#18 · Sataracell 4940000872

distance 0.35 · 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":4800006078}}}'

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.