Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005897

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.308

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810000901

distance 0.308 · cross-district

#2 · Laturcell 4810000965

distance 0.325 · cross-district

#3 · Ahmednagarcell 4660000172

distance 0.335 · cross-district

#4 · Nashikcell 4870007389

distance 0.4 · cross-district

#5 · Buldhanacell 4720000430

distance 0.402 · cross-district

#6 · Chhatrapati Sambhajinagarcell 4690003568

distance 0.41 · cross-district

#7 · Beedcell 4700002300

distance 0.413 · cross-district

#8 · Laturcell 4810001786

distance 0.416 · cross-district

#9 · Kolhapurcell 4800004941

distance 0.42

#10 · Nandedcell 4850007473

distance 0.429 · cross-district

#11 · Ahmednagarcell 4660014350

distance 0.429 · cross-district

#12 · Solapurcell 4960009393

distance 0.43 · cross-district

#13 · Amravaticell 4680001112

distance 0.431 · cross-district

#14 · Dharashivcell 4880004970

distance 0.435 · cross-district

#15 · Nashikcell 4870006477

distance 0.436 · cross-district

#16 · Jalnacell 4790001873

distance 0.437 · cross-district

#17 · Laturcell 4810000485

distance 0.438 · cross-district

#18 · Laturcell 4810001787

distance 0.445 · 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":4800005897}}}'

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.