Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006730

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004202

distance 0.16 · cross-district

#2 · Solapurcell 4960004051

distance 0.16 · cross-district

#3 · Ahmednagarcell 4660006165

distance 0.174 · cross-district

#4 · Sanglicell 4930006991

distance 0.177

#5 · Solapurcell 4960003910

distance 0.178 · cross-district

#6 · Solapurcell 4960001282

distance 0.184 · cross-district

#7 · Sataracell 4940003352

distance 0.186 · cross-district

#8 · Punecell 4900002776

distance 0.187 · cross-district

#9 · Solapurcell 4960000003

distance 0.189 · cross-district

#10 · Ahmednagarcell 4660007796

distance 0.198 · cross-district

#11 · Ahmednagarcell 4660008096

distance 0.2 · cross-district

#12 · Sanglicell 4930004710

distance 0.2

#13 · Sanglicell 4930004880

distance 0.2

#14 · Ahmednagarcell 4660007333

distance 0.202 · cross-district

#15 · Ahmednagarcell 4660007349

distance 0.203 · cross-district

#16 · Ahmednagarcell 4660007946

distance 0.204 · cross-district

#17 · Sanglicell 4930006877

distance 0.205

#18 · Solapurcell 4960000035

distance 0.206 · 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":4930006730}}}'

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.