Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004841

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

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005351

distance 0.137

#2 · Solapurcell 4960000085

distance 0.172 · cross-district

#3 · Beedcell 4700006206

distance 0.186 · cross-district

#4 · Beedcell 4700006347

distance 0.19 · cross-district

#5 · Ahmednagarcell 4660004246

distance 0.193 · cross-district

#6 · Nashikcell 4870013174

distance 0.195 · cross-district

#7 · Ahmednagarcell 4660002896

distance 0.197 · cross-district

#8 · Ahmednagarcell 4660002816

distance 0.197 · cross-district

#9 · Beedcell 4700002887

distance 0.202 · cross-district

#10 · Beedcell 4700006619

distance 0.202 · cross-district

#11 · Ahmednagarcell 4660002745

distance 0.205 · cross-district

#12 · Nashikcell 4870006510

distance 0.208 · cross-district

#13 · Beedcell 4700006624

distance 0.212 · cross-district

#14 · Sataracell 4940005174

distance 0.213 · cross-district

#15 · Ahmednagarcell 4660004048

distance 0.214 · cross-district

#16 · Solapurcell 4960005955

distance 0.214 · cross-district

#17 · Nashikcell 4870006365

distance 0.215 · cross-district

#18 · Solapurcell 4960000062

distance 0.215 · 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":4930004841}}}'

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.