Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004171

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

0.386

lower = more alike (weighted)

The twins, closest first

#1 · Dhulecell 4740000676

distance 0.386 · cross-district

#2 · Dharashivcell 4880003178

distance 0.389 · cross-district

#3 · Kolhapurcell 4800004173

distance 0.398

#4 · Nagpurcell 4840003377

distance 0.409 · cross-district

#5 · Beedcell 4700003113

distance 0.415 · cross-district

#6 · Kolhapurcell 4800004596

distance 0.426

#7 · Laturcell 4810003234

distance 0.441 · cross-district

#8 · Jalgaoncell 4780007948

distance 0.445 · cross-district

#9 · Buldhanacell 4720001708

distance 0.46 · cross-district

#10 · Amravaticell 4680007070

distance 0.48 · cross-district

#11 · Buldhanacell 4720000665

distance 0.481 · cross-district

#12 · Akolacell 4670002079

distance 0.485 · cross-district

#13 · Nagpurcell 4840004733

distance 0.494 · cross-district

#14 · Nagpurcell 4840004167

distance 0.495 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001317

distance 0.495 · cross-district

#16 · Dhulecell 4740001393

distance 0.514 · cross-district

#17 · Parbhanicell 4890001780

distance 0.519 · cross-district

#18 · Buldhanacell 4720006297

distance 0.521 · 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":4800004171}}}'

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.