Bhārata Strata · Maharashtra · Kolhapur · morphological twins

Places like cell 4800003934

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

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003304

distance 0.249 · cross-district

#2 · Sanglicell 4930003601

distance 0.265 · cross-district

#3 · Sanglicell 4930001717

distance 0.277 · cross-district

#4 · Washimcell 4990002160

distance 0.277 · cross-district

#5 · Laturcell 4810003026

distance 0.282 · cross-district

#6 · Beedcell 4700000987

distance 0.288 · cross-district

#7 · Ahmednagarcell 4660007258

distance 0.289 · cross-district

#8 · Sanglicell 4930006278

distance 0.297 · cross-district

#9 · Beedcell 4700001461

distance 0.297 · cross-district

#10 · Beedcell 4700005066

distance 0.298 · cross-district

#11 · Washimcell 4990001881

distance 0.298 · cross-district

#12 · Buldhanacell 4720001162

distance 0.299 · cross-district

#13 · Sanglicell 4930002429

distance 0.3 · cross-district

#14 · Jalnacell 4790003282

distance 0.301 · cross-district

#15 · Buldhanacell 4720000293

distance 0.302 · cross-district

#16 · Jalnacell 4790002382

distance 0.302 · cross-district

#17 · Jalnacell 4790004543

distance 0.307 · cross-district

#18 · Dharashivcell 4880000651

distance 0.31 · 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":4800003934}}}'

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.