Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003548

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004757

distance 0.142

#2 · Beedcell 4700003718

distance 0.163

#3 · Beedcell 4700003549

distance 0.17

#4 · Jalgaoncell 4780009557

distance 0.201 · cross-district

#5 · Nashikcell 4870006364

distance 0.204 · cross-district

#6 · Sanglicell 4930001061

distance 0.21 · cross-district

#7 · Dhulecell 4740003044

distance 0.217 · cross-district

#8 · Beedcell 4700003868

distance 0.217

#9 · Ahmednagarcell 4660007915

distance 0.22 · cross-district

#10 · Beedcell 4700003533

distance 0.221

#11 · Ahmednagarcell 4660010218

distance 0.227 · cross-district

#12 · Jalgaoncell 4780009953

distance 0.23 · cross-district

#13 · Ahmednagarcell 4660002273

distance 0.231 · cross-district

#14 · Beedcell 4700003713

distance 0.232

#15 · Dhulecell 4740004999

distance 0.232 · cross-district

#16 · Beedcell 4700004743

distance 0.232

#17 · Sanglicell 4930001718

distance 0.235 · cross-district

#18 · Nashikcell 4870007118

distance 0.235 · 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":4700003548}}}'

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.