Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004506

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.4

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800004507

distance 0.4

#2 · Dhulecell 4740001288

distance 0.423 · cross-district

#3 · Nagpurcell 4840003868

distance 0.478 · cross-district

#4 · Ahmednagarcell 4660012785

distance 0.486 · cross-district

#5 · Sanglicell 4930000219

distance 0.496 · cross-district

#6 · Jalnacell 4790003961

distance 0.505 · cross-district

#7 · Kolhapurcell 4800004508

distance 0.536

#8 · Solapurcell 4960011181

distance 0.548 · cross-district

#9 · Sanglicell 4930000342

distance 0.567 · cross-district

#10 · Kolhapurcell 4800004420

distance 0.578

#11 · Jalgaoncell 4780006212

distance 0.58 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003104

distance 0.581 · cross-district

#13 · Sataracell 4940000774

distance 0.586 · cross-district

#14 · Sanglicell 4930000292

distance 0.597 · cross-district

#15 · Laturcell 4810003269

distance 0.603 · cross-district

#16 · Jalgaoncell 4780005608

distance 0.613 · cross-district

#17 · Sanglicell 4930000343

distance 0.615 · cross-district

#18 · Amravaticell 4680006291

distance 0.634 · 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":4800004506}}}'

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.