Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000767

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

0.91

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 · Sataracell 4940001219

distance 0.272 · cross-district

#2 · Sataracell 4940006585

distance 0.299 · cross-district

#3 · Beedcell 4700007127

distance 0.305 · cross-district

#4 · Sataracell 4940001047

distance 0.312 · cross-district

#5 · Dharashivcell 4880004391

distance 0.316 · cross-district

#6 · Beedcell 4700006801

distance 0.321 · cross-district

#7 · Sataracell 4940001164

distance 0.323 · cross-district

#8 · Ahmednagarcell 4660001673

distance 0.323 · cross-district

#9 · Ahmednagarcell 4660002295

distance 0.326 · cross-district

#10 · Beedcell 4700007122

distance 0.327 · cross-district

#11 · Nashikcell 4870000160

distance 0.331 · cross-district

#12 · Punecell 4900001447

distance 0.335 · cross-district

#13 · Nashikcell 4870005259

distance 0.335 · cross-district

#14 · Beedcell 4700007019

distance 0.335 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001653

distance 0.337 · cross-district

#16 · Nashikcell 4870007747

distance 0.337 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690002234

distance 0.337 · cross-district

#18 · Kolhapurcell 4800000847

distance 0.338

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":4800000767}}}'

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.