Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006840

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.165

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660007631

distance 0.165 · cross-district

#2 · Sanglicell 4930007046

distance 0.171

#3 · Solapurcell 4960000092

distance 0.172 · cross-district

#4 · Sataracell 4940007699

distance 0.219 · cross-district

#5 · Solapurcell 4960000465

distance 0.222 · cross-district

#6 · Sanglicell 4930004849

distance 0.224

#7 · Solapurcell 4960003508

distance 0.224 · cross-district

#8 · Ahmednagarcell 4660007350

distance 0.224 · cross-district

#9 · Nashikcell 4870002049

distance 0.224 · cross-district

#10 · Jalgaoncell 4780006299

distance 0.225 · cross-district

#11 · Ahmednagarcell 4660000659

distance 0.229 · cross-district

#12 · Sanglicell 4930006366

distance 0.23

#13 · Nashikcell 4870006151

distance 0.23 · cross-district

#14 · Sanglicell 4930004260

distance 0.234

#15 · Solapurcell 4960000471

distance 0.235 · cross-district

#16 · Nashikcell 4870006162

distance 0.236 · cross-district

#17 · Ahmednagarcell 4660003828

distance 0.24 · cross-district

#18 · Jalgaoncell 4780005841

distance 0.241 · 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":4930006840}}}'

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.