Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003734

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 8 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.274

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800003733

distance 0.274

#2 · Punecell 4900000944

distance 0.314 · cross-district

#3 · Kolhapurcell 4800003736

distance 0.327

#4 · Kolhapurcell 4800005479

distance 0.355

#5 · Kolhapurcell 4800003613

distance 0.36

#6 · Sanglicell 4930000545

distance 0.363 · cross-district

#7 · Ahmednagarcell 4660005170

distance 0.366 · cross-district

#8 · Sataracell 4940000545

distance 0.369 · cross-district

#9 · Ahmednagarcell 4660012144

distance 0.377 · cross-district

#10 · Laturcell 4810003258

distance 0.38 · cross-district

#11 · Buldhanacell 4720007818

distance 0.384 · cross-district

#12 · Kolhapurcell 4800005471

distance 0.389

#13 · Ahmednagarcell 4660012329

distance 0.392 · cross-district

#14 · Punecell 4900001013

distance 0.393 · cross-district

#15 · Solapurcell 4960000641

distance 0.397 · cross-district

#16 · Punecell 4900000971

distance 0.397 · cross-district

#17 · Ahmednagarcell 4660014487

distance 0.402 · cross-district

#18 · Punecell 4900004454

distance 0.406 · 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":4800003734}}}'

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.