Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005906

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.13

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005324

distance 0.13

#2 · Parbhanicell 4890003055

distance 0.147 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690000179

distance 0.158 · cross-district

#4 · Solapurcell 4960005022

distance 0.162 · cross-district

#5 · Buldhanacell 4720001379

distance 0.168 · cross-district

#6 · Parbhanicell 4890004437

distance 0.172 · cross-district

#7 · Solapurcell 4960005171

distance 0.173 · cross-district

#8 · Ahmednagarcell 4660009648

distance 0.177 · cross-district

#9 · Solapurcell 4960003267

distance 0.18 · cross-district

#10 · Beedcell 4700003799

distance 0.18

#11 · Solapurcell 4960004856

distance 0.18 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690000609

distance 0.181 · cross-district

#13 · Solapurcell 4960006013

distance 0.182 · cross-district

#14 · Parbhanicell 4890004124

distance 0.183 · cross-district

#15 · Parbhanicell 4890001483

distance 0.183 · cross-district

#16 · Beedcell 4700005167

distance 0.183

#17 · Solapurcell 4960005602

distance 0.189 · cross-district

#18 · Jalgaoncell 4780000537

distance 0.189 · 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":4700005906}}}'

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.