Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005882

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.353

lower = more alike (weighted)

The twins, closest first

#1 · Nashikcell 4870002258

distance 0.353 · cross-district

#2 · Punecell 4900001437

distance 0.355 · cross-district

#3 · Kolhapurcell 4800006077

distance 0.366

#4 · Punecell 4900001445

distance 0.384 · cross-district

#5 · Kolhapurcell 4800002678

distance 0.388

#6 · Kolhapurcell 4800004965

distance 0.395

#7 · Dharashivcell 4880000980

distance 0.4 · cross-district

#8 · Ahmednagarcell 4660014101

distance 0.4 · cross-district

#9 · Ratnagiricell 4920004205

distance 0.407 · cross-district

#10 · Ahmednagarcell 4660014172

distance 0.42 · cross-district

#11 · Nashikcell 4870002844

distance 0.42 · cross-district

#12 · Ahmednagarcell 4660003316

distance 0.424 · cross-district

#13 · Ratnagiricell 4920004538

distance 0.425 · cross-district

#14 · Sataracell 4940008215

distance 0.428 · cross-district

#15 · Kolhapurcell 4800005881

distance 0.428

#16 · Punecell 4900000880

distance 0.429 · cross-district

#17 · Sanglicell 4930000175

distance 0.429 · cross-district

#18 · Solapurcell 4960009486

distance 0.431 · 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":4800005882}}}'

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.