Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006679

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940005010

distance 0.213 · cross-district

#2 · Nashikcell 4870009071

distance 0.262 · cross-district

#3 · Sataracell 4940003568

distance 0.268 · cross-district

#4 · Sataracell 4940002514

distance 0.27 · cross-district

#5 · Sanglicell 4930006684

distance 0.274

#6 · Solapurcell 4960007278

distance 0.279 · cross-district

#7 · Nashikcell 4870009875

distance 0.281 · cross-district

#8 · Nashikcell 4870004543

distance 0.282 · cross-district

#9 · Sanglicell 4930006454

distance 0.291

#10 · Nashikcell 4870005420

distance 0.297 · cross-district

#11 · Nashikcell 4870002742

distance 0.297 · cross-district

#12 · Solapurcell 4960003808

distance 0.298 · cross-district

#13 · Nashikcell 4870004695

distance 0.299 · cross-district

#14 · Nashikcell 4870005276

distance 0.301 · cross-district

#15 · Nashikcell 4870005720

distance 0.303 · cross-district

#16 · Ahmednagarcell 4660013124

distance 0.303 · cross-district

#17 · Nashikcell 4870005130

distance 0.304 · cross-district

#18 · Nashikcell 4870006588

distance 0.304 · 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":4930006679}}}'

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.