Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007032

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 4 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.195

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940004534

distance 0.195 · cross-district

#2 · Sataracell 4940003124

distance 0.198 · cross-district

#3 · Sataracell 4940001614

distance 0.204 · cross-district

#4 · Sataracell 4940003590

distance 0.218 · cross-district

#5 · Sataracell 4940002576

distance 0.224 · cross-district

#6 · Solapurcell 4960002132

distance 0.228 · cross-district

#7 · Sataracell 4940003360

distance 0.231 · cross-district

#8 · Sanglicell 4930007070

distance 0.231

#9 · Sanglicell 4930005196

distance 0.238

#10 · Sataracell 4940002803

distance 0.238 · cross-district

#11 · Sataracell 4940003353

distance 0.24 · cross-district

#12 · Solapurcell 4960003235

distance 0.244 · cross-district

#13 · Sanglicell 4930007119

distance 0.244

#14 · Sataracell 4940002902

distance 0.244 · cross-district

#15 · Sataracell 4940005019

distance 0.245 · cross-district

#16 · Sanglicell 4930007068

distance 0.245

#17 · Punecell 4900007876

distance 0.246 · cross-district

#18 · Sanglicell 4930005729

distance 0.246

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":4930007032}}}'

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.