Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800004359

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

0.272

lower = more alike (weighted)

The twins, closest first

#1 · Kolhapurcell 4800005229

distance 0.272

#2 · Ahmednagarcell 4660012147

distance 0.334 · cross-district

#3 · Sataracell 4940007543

distance 0.343 · cross-district

#4 · Amravaticell 4680002485

distance 0.352 · cross-district

#5 · Punecell 4900005796

distance 0.38 · cross-district

#6 · Nashikcell 4870002344

distance 0.39 · cross-district

#7 · Akolacell 4670002341

distance 0.407 · cross-district

#8 · Washimcell 4990001307

distance 0.408 · cross-district

#9 · Nashikcell 4870002003

distance 0.408 · cross-district

#10 · Sataracell 4940004466

distance 0.416 · cross-district

#11 · Solapurcell 4960002858

distance 0.417 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003100

distance 0.421 · cross-district

#13 · Ahmednagarcell 4660011988

distance 0.427 · cross-district

#14 · Yavatmalcell 5000003088

distance 0.432 · cross-district

#15 · Nashikcell 4870002425

distance 0.432 · cross-district

#16 · Nagpurcell 4840003766

distance 0.438 · cross-district

#17 · Sataracell 4940000890

distance 0.44 · cross-district

#18 · Ahmednagarcell 4660005578

distance 0.453 · 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":4800004359}}}'

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.