Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700001143

The MH-36 locality cells most similar to this Beed 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.131

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001050

distance 0.131

#2 · Ahmednagarcell 4660010088

distance 0.142 · cross-district

#3 · Dharashivcell 4880004363

distance 0.165 · cross-district

#4 · Sanglicell 4930000646

distance 0.17 · cross-district

#5 · Dharashivcell 4880004208

distance 0.171 · cross-district

#6 · Beedcell 4700001600

distance 0.175

#7 · Laturcell 4810000958

distance 0.183 · cross-district

#8 · Sanglicell 4930001615

distance 0.184 · cross-district

#9 · Sanglicell 4930001753

distance 0.189 · cross-district

#10 · Nashikcell 4870007968

distance 0.19 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690004140

distance 0.192 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690002641

distance 0.194 · cross-district

#13 · Nashikcell 4870007679

distance 0.194 · cross-district

#14 · Ahmednagarcell 4660010102

distance 0.196 · cross-district

#15 · Dharashivcell 4880006347

distance 0.199 · cross-district

#16 · Sanglicell 4930000767

distance 0.201 · cross-district

#17 · Sanglicell 4930001749

distance 0.201 · cross-district

#18 · Sanglicell 4930001310

distance 0.202 · 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":470,"cluster_id":4700001143}}}'

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.