Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800005611

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.134

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003741

distance 0.134 · cross-district

#2 · Jalnacell 4790002978

distance 0.14 · cross-district

#3 · Beedcell 4700000913

distance 0.144 · cross-district

#4 · Buldhanacell 4720000845

distance 0.146 · cross-district

#5 · Beedcell 4700008436

distance 0.147 · cross-district

#6 · Buldhanacell 4720000508

distance 0.147 · cross-district

#7 · Laturcell 4810000310

distance 0.152 · cross-district

#8 · Laturcell 4810000353

distance 0.154 · cross-district

#9 · Buldhanacell 4720000047

distance 0.154 · cross-district

#10 · Buldhanacell 4720000826

distance 0.156 · cross-district

#11 · Buldhanacell 4720000516

distance 0.156 · cross-district

#12 · Jalnacell 4790003916

distance 0.157 · cross-district

#13 · Dharashivcell 4880001258

distance 0.158 · cross-district

#14 · Beedcell 4700007811

distance 0.158 · cross-district

#15 · Jalnacell 4790001563

distance 0.159 · cross-district

#16 · Buldhanacell 4720000382

distance 0.16 · cross-district

#17 · Beedcell 4700001459

distance 0.162 · cross-district

#18 · Jalnacell 4790001799

distance 0.163 · 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":4800005611}}}'

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.