Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700003970

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

0.174

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000137

distance 0.174

#2 · Buldhanacell 4720000138

distance 0.174 · cross-district

#3 · Dharashivcell 4880006007

distance 0.178 · cross-district

#4 · Beedcell 4700000202

distance 0.179

#5 · Dharashivcell 4880004612

distance 0.181 · cross-district

#6 · Beedcell 4700003459

distance 0.188

#7 · Solapurcell 4960006065

distance 0.194 · cross-district

#8 · Beedcell 4700000584

distance 0.198

#9 · Beedcell 4700003286

distance 0.202

#10 · Jalnacell 4790006108

distance 0.205 · cross-district

#11 · Solapurcell 4960006066

distance 0.208 · cross-district

#12 · Amravaticell 4680006761

distance 0.216 · cross-district

#13 · Solapurcell 4960001490

distance 0.216 · cross-district

#14 · Buldhanacell 4720000783

distance 0.216 · cross-district

#15 · Buldhanacell 4720001297

distance 0.217 · cross-district

#16 · Parbhanicell 4890001406

distance 0.219 · cross-district

#17 · Parbhanicell 4890002388

distance 0.222 · cross-district

#18 · Jalgaoncell 4780000186

distance 0.222 · 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":4700003970}}}'

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.