Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003950

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 14 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.331

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001495

distance 0.331 · cross-district

#2 · Kolhapurcell 4800003800

distance 0.367

#3 · Solapurcell 4960003464

distance 0.371 · cross-district

#4 · Solapurcell 4960005911

distance 0.376 · cross-district

#5 · Nandedcell 4850003429

distance 0.38 · cross-district

#6 · Laturcell 4810002949

distance 0.392 · cross-district

#7 · Wardhacell 4980000897

distance 0.394 · cross-district

#8 · Jalgaoncell 4780006219

distance 0.401 · cross-district

#9 · Laturcell 4810003217

distance 0.401 · cross-district

#10 · Ahmednagarcell 4660005575

distance 0.401 · cross-district

#11 · Jalnacell 4790001960

distance 0.402 · cross-district

#12 · Chandrapurcell 4730003604

distance 0.405 · cross-district

#13 · Kolhapurcell 4800003802

distance 0.409

#14 · Punecell 4900005126

distance 0.41 · cross-district

#15 · Yavatmalcell 5000009654

distance 0.414 · cross-district

#16 · Kolhapurcell 4800004791

distance 0.414

#17 · Sanglicell 4930000301

distance 0.415 · cross-district

#18 · Buldhanacell 4720002715

distance 0.419 · 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":4800003950}}}'

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.