Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800000768

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 13 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.299

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001169

distance 0.299 · cross-district

#2 · Kolhapurcell 4800003136

distance 0.304

#3 · Beedcell 4700006240

distance 0.31 · cross-district

#4 · Parbhanicell 4890002143

distance 0.313 · cross-district

#5 · Ahmednagarcell 4660002763

distance 0.316 · cross-district

#6 · Solapurcell 4960005481

distance 0.316 · cross-district

#7 · Beedcell 4700003723

distance 0.317 · cross-district

#8 · Sataracell 4940000512

distance 0.325 · cross-district

#9 · Beedcell 4700006064

distance 0.328 · cross-district

#10 · Sanglicell 4930001581

distance 0.333 · cross-district

#11 · Buldhanacell 4720007291

distance 0.335 · cross-district

#12 · Nandurbarcell 4860004088

distance 0.336 · cross-district

#13 · Sataracell 4940006963

distance 0.337 · cross-district

#14 · Beedcell 4700005861

distance 0.338 · cross-district

#15 · Nashikcell 4870001077

distance 0.34 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690001952

distance 0.343 · cross-district

#17 · Gadchirolicell 4750006963

distance 0.343 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690002570

distance 0.343 · 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":4800000768}}}'

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.