Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006508

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 7 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930004107

distance 0.201

#2 · Solapurcell 4960000208

distance 0.207 · cross-district

#3 · Dharashivcell 4880000134

distance 0.214 · cross-district

#4 · Dharashivcell 4880000763

distance 0.225 · cross-district

#5 · Sanglicell 4930005122

distance 0.227

#6 · Ahmednagarcell 4660002076

distance 0.228 · cross-district

#7 · Sanglicell 4930005493

distance 0.23

#8 · Washimcell 4990003747

distance 0.233 · cross-district

#9 · Washimcell 4990002247

distance 0.234 · cross-district

#10 · Ahmednagarcell 4660001648

distance 0.235 · cross-district

#11 · Ahmednagarcell 4660004169

distance 0.237 · cross-district

#12 · Nashikcell 4870011949

distance 0.237 · cross-district

#13 · Solapurcell 4960003230

distance 0.237 · cross-district

#14 · Ahmednagarcell 4660001971

distance 0.238 · cross-district

#15 · Ahmednagarcell 4660001772

distance 0.238 · cross-district

#16 · Ahmednagarcell 4660002375

distance 0.24 · cross-district

#17 · Solapurcell 4960012356

distance 0.242 · cross-district

#18 · Jalgaoncell 4780004643

distance 0.243 · 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":4930006508}}}'

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.