Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800002679

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.244

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000990

distance 0.244 · cross-district

#2 · Ahmednagarcell 4660014446

distance 0.273 · cross-district

#3 · Beedcell 4700006257

distance 0.29 · cross-district

#4 · Sataracell 4940000988

distance 0.293 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690002214

distance 0.3 · cross-district

#6 · Kolhapurcell 4800004130

distance 0.3

#7 · Sataracell 4940001407

distance 0.301 · cross-district

#8 · Punecell 4900003229

distance 0.305 · cross-district

#9 · Nashikcell 4870006006

distance 0.308 · cross-district

#10 · Kolhapurcell 4800003663

distance 0.309

#11 · Chhatrapati Sambhajinagarcell 4690001832

distance 0.311 · cross-district

#12 · Sataracell 4940000018

distance 0.311 · cross-district

#13 · Ahmednagarcell 4660000152

distance 0.313 · cross-district

#14 · Kolhapurcell 4800005149

distance 0.314

#15 · Ahmednagarcell 4660014449

distance 0.316 · cross-district

#16 · Sanglicell 4930003408

distance 0.318 · cross-district

#17 · Ahmednagarcell 4660013954

distance 0.32 · cross-district

#18 · Beedcell 4700008892

distance 0.32 · 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":4800002679}}}'

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.