Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800001197

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.283

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800000496

distance 0.283

#2 · Chhatrapati Sambhajinagarcell 4690000202

distance 0.402 · cross-district

#3 · Chandrapurcell 4730003457

distance 0.411 · cross-district

#4 · Sataracell 4940002274

distance 0.416 · cross-district

#5 · Raigadcell 4910001211

distance 0.425 · cross-district

#6 · Amravaticell 4680002688

distance 0.43 · cross-district

#7 · Kolhapurcell 4800002292

distance 0.443

#8 · Kolhapurcell 4800004341

distance 0.445

#9 · Ahmednagarcell 4660005136

distance 0.445 · cross-district

#10 · Chandrapurcell 4730002448

distance 0.461 · cross-district

#11 · Sataracell 4940000950

distance 0.465 · cross-district

#12 · Kolhapurcell 4800002678

distance 0.466

#13 · Akolacell 4670002169

distance 0.466 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003099

distance 0.468 · cross-district

#15 · Kolhapurcell 4800005776

distance 0.469

#16 · Ratnagiricell 4920006972

distance 0.469 · cross-district

#17 · Chandrapurcell 4730003044

distance 0.474 · cross-district

#18 · Kolhapurcell 4800004871

distance 0.475

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":4800001197}}}'

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.