Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930005259

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

0.063

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960000533

distance 0.063 · cross-district

#2 · Solapurcell 4960000182

distance 0.072 · cross-district

#3 · Solapurcell 4960000353

distance 0.096 · cross-district

#4 · Sanglicell 4930005011

distance 0.101

#5 · Solapurcell 4960000291

distance 0.105 · cross-district

#6 · Solapurcell 4960000285

distance 0.112 · cross-district

#7 · Sanglicell 4930004447

distance 0.129

#8 · Solapurcell 4960000468

distance 0.13 · cross-district

#9 · Sanglicell 4930005260

distance 0.134

#10 · Solapurcell 4960000668

distance 0.136 · cross-district

#11 · Solapurcell 4960000352

distance 0.136 · cross-district

#12 · Sanglicell 4930004445

distance 0.137

#13 · Solapurcell 4960000344

distance 0.14 · cross-district

#14 · Solapurcell 4960000472

distance 0.14 · cross-district

#15 · Solapurcell 4960000817

distance 0.141 · cross-district

#16 · Sanglicell 4930006304

distance 0.141

#17 · Sanglicell 4930005237

distance 0.143

#18 · Sanglicell 4930006305

distance 0.144

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":4930005259}}}'

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.