Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007076

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003140

distance 0.143 · cross-district

#2 · Sataracell 4940002577

distance 0.148 · cross-district

#3 · Sanglicell 4930007075

distance 0.153

#4 · Sataracell 4940003364

distance 0.167 · cross-district

#5 · Sataracell 4940003585

distance 0.169 · cross-district

#6 · Sanglicell 4930006819

distance 0.172

#7 · Sataracell 4940003467

distance 0.178 · cross-district

#8 · Sataracell 4940002917

distance 0.179 · cross-district

#9 · Sanglicell 4930007118

distance 0.181

#10 · Sanglicell 4930007092

distance 0.184

#11 · Sataracell 4940003021

distance 0.186 · cross-district

#12 · Sataracell 4940002576

distance 0.187 · cross-district

#13 · Sanglicell 4930005815

distance 0.192

#14 · Sataracell 4940003360

distance 0.197 · cross-district

#15 · Sataracell 4940007396

distance 0.197 · cross-district

#16 · Sanglicell 4930006641

distance 0.197

#17 · Sataracell 4940002918

distance 0.199 · cross-district

#18 · Sataracell 4940003028

distance 0.202 · 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":4930007076}}}'

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.