Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007150

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

0.152

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930007006

distance 0.152

#2 · Sanglicell 4930006790

distance 0.196

#3 · Ahmednagarcell 4660003272

distance 0.201 · cross-district

#4 · Sanglicell 4930004141

distance 0.203

#5 · Solapurcell 4960002259

distance 0.204 · cross-district

#6 · Solapurcell 4960000527

distance 0.205 · cross-district

#7 · Sanglicell 4930007015

distance 0.206

#8 · Sanglicell 4930007038

distance 0.209

#9 · Sanglicell 4930004119

distance 0.21

#10 · Ahmednagarcell 4660003891

distance 0.212 · cross-district

#11 · Sanglicell 4930006885

distance 0.212

#12 · Sanglicell 4930007120

distance 0.214

#13 · Sataracell 4940002454

distance 0.218 · cross-district

#14 · Sanglicell 4930004597

distance 0.218

#15 · Solapurcell 4960000184

distance 0.219 · cross-district

#16 · Sanglicell 4930006736

distance 0.219

#17 · Sanglicell 4930007149

distance 0.219

#18 · Punecell 4900001721

distance 0.219 · 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":4930007150}}}'

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.