Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002776

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.314

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005977

distance 0.314 · cross-district

#2 · Sataracell 4940001279

distance 0.316 · cross-district

#3 · Kolhapurcell 4800006126

distance 0.333

#4 · Ahmednagarcell 4660012311

distance 0.341 · cross-district

#5 · Nashikcell 4870005424

distance 0.352 · cross-district

#6 · Kolhapurcell 4800006102

distance 0.355

#7 · Punecell 4900001314

distance 0.358 · cross-district

#8 · Dharashivcell 4880000203

distance 0.362 · cross-district

#9 · Beedcell 4700006122

distance 0.369 · cross-district

#10 · Solapurcell 4960009295

distance 0.373 · cross-district

#11 · Beedcell 4700005104

distance 0.379 · cross-district

#12 · Nashikcell 4870003680

distance 0.382 · cross-district

#13 · Washimcell 4990000989

distance 0.383 · cross-district

#14 · Kolhapurcell 4800002729

distance 0.386

#15 · Nashikcell 4870005135

distance 0.387 · cross-district

#16 · Sanglicell 4930001358

distance 0.39 · cross-district

#17 · Ahmednagarcell 4660001691

distance 0.39 · cross-district

#18 · Ahmednagarcell 4660011670

distance 0.391 · 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":4800002776}}}'

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.