Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004635

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

0.091

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004636

distance 0.091

#2 · Kolhapurcell 4800004810

distance 0.135

#3 · Kolhapurcell 4800004895

distance 0.255

#4 · Kolhapurcell 4800004130

distance 0.288

#5 · Kolhapurcell 4800004638

distance 0.291

#6 · Kolhapurcell 4800005149

distance 0.294

#7 · Kolhapurcell 4800004811

distance 0.301

#8 · Solapurcell 4960010659

distance 0.31 · cross-district

#9 · Laturcell 4810003780

distance 0.311 · cross-district

#10 · Ahmednagarcell 4660004252

distance 0.324 · cross-district

#11 · Kolhapurcell 4800004633

distance 0.325

#12 · Nandedcell 4850004414

distance 0.328 · cross-district

#13 · Dharashivcell 4880000281

distance 0.332 · cross-district

#14 · Nandedcell 4850004745

distance 0.333 · cross-district

#15 · Dharashivcell 4880004308

distance 0.338 · cross-district

#16 · Sanglicell 4930000020

distance 0.341 · cross-district

#17 · Dharashivcell 4880001158

distance 0.342 · cross-district

#18 · Laturcell 4810002367

distance 0.344 · 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":4800004635}}}'

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.