Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005607

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

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700006301

distance 0.18

#2 · Beedcell 4700006733

distance 0.186

#3 · Jalnacell 4790002888

distance 0.192 · cross-district

#4 · Solapurcell 4960010816

distance 0.199 · cross-district

#5 · Ahmednagarcell 4660008314

distance 0.203 · cross-district

#6 · Solapurcell 4960010342

distance 0.203 · cross-district

#7 · Beedcell 4700005308

distance 0.204

#8 · Beedcell 4700006307

distance 0.204

#9 · Ahmednagarcell 4660008791

distance 0.208 · cross-district

#10 · Ahmednagarcell 4660001384

distance 0.209 · cross-district

#11 · Dharashivcell 4880003768

distance 0.209 · cross-district

#12 · Parbhanicell 4890000582

distance 0.21 · cross-district

#13 · Buldhanacell 4720000328

distance 0.212 · cross-district

#14 · Beedcell 4700007206

distance 0.213

#15 · Parbhanicell 4890001003

distance 0.213 · cross-district

#16 · Ahmednagarcell 4660007268

distance 0.214 · cross-district

#17 · Beedcell 4700007859

distance 0.214

#18 · Beedcell 4700008073

distance 0.214

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":4700005607}}}'

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.