Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007159

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 6 distinct districts

Index confidence

0.93

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 · Ahmednagarcell 4660002149

distance 0.249 · cross-district

#2 · Amravaticell 4680005749

distance 0.286 · cross-district

#3 · Solapurcell 4960004555

distance 0.31 · cross-district

#4 · Solapurcell 4960004212

distance 0.311 · cross-district

#5 · Sanglicell 4930002201

distance 0.311

#6 · Ahmednagarcell 4660012015

distance 0.313 · cross-district

#7 · Solapurcell 4960001517

distance 0.316 · cross-district

#8 · Chhatrapati Sambhajinagarcell 4690003445

distance 0.318 · cross-district

#9 · Solapurcell 4960004065

distance 0.319 · cross-district

#10 · Ahmednagarcell 4660011515

distance 0.319 · cross-district

#11 · Solapurcell 4960004066

distance 0.32 · cross-district

#12 · Solapurcell 4960004213

distance 0.321 · cross-district

#13 · Solapurcell 4960003786

distance 0.324 · cross-district

#14 · Solapurcell 4960001633

distance 0.326 · cross-district

#15 · Amravaticell 4680005489

distance 0.327 · cross-district

#16 · Ahmednagarcell 4660000963

distance 0.329 · cross-district

#17 · Amravaticell 4680005901

distance 0.329 · cross-district

#18 · Nashikcell 4870005715

distance 0.33 · 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":4930007159}}}'

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.