Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008201

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 2 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.126

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008022

distance 0.126

#2 · Parbhanicell 4890002889

distance 0.139 · cross-district

#3 · Parbhanicell 4890003590

distance 0.149 · cross-district

#4 · Parbhanicell 4890001829

distance 0.15 · cross-district

#5 · Parbhanicell 4890002713

distance 0.185 · cross-district

#6 · Parbhanicell 4890002661

distance 0.189 · cross-district

#7 · Parbhanicell 4890003086

distance 0.189 · cross-district

#8 · Beedcell 4700008582

distance 0.194

#9 · Parbhanicell 4890002092

distance 0.194 · cross-district

#10 · Parbhanicell 4890003078

distance 0.194 · cross-district

#11 · Beedcell 4700007525

distance 0.201

#12 · Beedcell 4700007282

distance 0.204

#13 · Parbhanicell 4890002888

distance 0.206 · cross-district

#14 · Beedcell 4700008350

distance 0.208

#15 · Beedcell 4700006602

distance 0.208

#16 · Parbhanicell 4890003185

distance 0.209 · cross-district

#17 · Beedcell 4700005888

distance 0.209

#18 · Parbhanicell 4890001841

distance 0.209 · 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":4700008201}}}'

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.