Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004240

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005246

distance 0.201

#2 · Ahmednagarcell 4660001672

distance 0.262 · cross-district

#3 · Beedcell 4700003558

distance 0.274

#4 · Beedcell 4700000561

distance 0.276

#5 · Nandedcell 4850002411

distance 0.277 · cross-district

#6 · Solapurcell 4960011054

distance 0.278 · cross-district

#7 · Solapurcell 4960006809

distance 0.279 · cross-district

#8 · Jalgaoncell 4780007999

distance 0.28 · cross-district

#9 · Ahmednagarcell 4660008370

distance 0.287 · cross-district

#10 · Punecell 4900003091

distance 0.294 · cross-district

#11 · Punecell 4900002801

distance 0.305 · cross-district

#12 · Nandedcell 4850007895

distance 0.307 · cross-district

#13 · Beedcell 4700003721

distance 0.307

#14 · Beedcell 4700002228

distance 0.308

#15 · Chhatrapati Sambhajinagarcell 4690005317

distance 0.311 · cross-district

#16 · Sataracell 4940001483

distance 0.312 · cross-district

#17 · Beedcell 4700004066

distance 0.319

#18 · Punecell 4900001490

distance 0.32 · 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":4700004240}}}'

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.