Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001046

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660010653

distance 0.265 · cross-district

#2 · Ahmednagarcell 4660011305

distance 0.277 · cross-district

#3 · Kolhapurcell 4800000885

distance 0.28

#4 · Nashikcell 4870003911

distance 0.286 · cross-district

#5 · Nashikcell 4870002594

distance 0.293 · cross-district

#6 · Nashikcell 4870003648

distance 0.294 · cross-district

#7 · Nashikcell 4870000511

distance 0.295 · cross-district

#8 · Ahmednagarcell 4660005173

distance 0.301 · cross-district

#9 · Nashikcell 4870002407

distance 0.302 · cross-district

#10 · Ratnagiricell 4920004568

distance 0.306 · cross-district

#11 · Nashikcell 4870005254

distance 0.311 · cross-district

#12 · Nashikcell 4870001335

distance 0.312 · cross-district

#13 · Solapurcell 4960004552

distance 0.312 · cross-district

#14 · Beedcell 4700003886

distance 0.315 · cross-district

#15 · Kolhapurcell 4800003362

distance 0.315

#16 · Sataracell 4940005716

distance 0.315 · cross-district

#17 · Nashikcell 4870003378

distance 0.316 · cross-district

#18 · Punecell 4900000596

distance 0.323 · 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":4800001046}}}'

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.