Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006233

The MH-36 locality cells most similar to this Sangli 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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006798

distance 0.235 · cross-district

#2 · Punecell 4900005398

distance 0.235 · cross-district

#3 · Solapurcell 4960008754

distance 0.239 · cross-district

#4 · Dharashivcell 4880005582

distance 0.241 · cross-district

#5 · Laturcell 4810004457

distance 0.241 · cross-district

#6 · Nashikcell 4870011682

distance 0.243 · cross-district

#7 · Laturcell 4810002087

distance 0.248 · cross-district

#8 · Dharashivcell 4880003062

distance 0.249 · cross-district

#9 · Solapurcell 4960008626

distance 0.25 · cross-district

#10 · Buldhanacell 4720001677

distance 0.25 · cross-district

#11 · Sanglicell 4930003258

distance 0.255

#12 · Akolacell 4670001352

distance 0.259 · cross-district

#13 · Sanglicell 4930007121

distance 0.259

#14 · Jalgaoncell 4780001449

distance 0.263 · cross-district

#15 · Solapurcell 4960000185

distance 0.264 · cross-district

#16 · Punecell 4900005788

distance 0.265 · cross-district

#17 · Laturcell 4810001381

distance 0.265 · cross-district

#18 · Laturcell 4810002174

distance 0.267 · 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":493,"cluster_id":4930006233}}}'

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.