Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700009045

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000370

distance 0.142 · cross-district

#2 · Solapurcell 4960004706

distance 0.18 · cross-district

#3 · Jalnacell 4790002581

distance 0.182 · cross-district

#4 · Jalnacell 4790000841

distance 0.185 · cross-district

#5 · Solapurcell 4960003541

distance 0.185 · cross-district

#6 · Solapurcell 4960003950

distance 0.196 · cross-district

#7 · Punecell 4900006904

distance 0.199 · cross-district

#8 · Solapurcell 4960003828

distance 0.205 · cross-district

#9 · Jalnacell 4790000861

distance 0.209 · cross-district

#10 · Parbhanicell 4890001406

distance 0.211 · cross-district

#11 · Jalnacell 4790000925

distance 0.212 · cross-district

#12 · Jalnacell 4790006187

distance 0.213 · cross-district

#13 · Hingolicell 4770001102

distance 0.214 · cross-district

#14 · Jalnacell 4790000854

distance 0.215 · cross-district

#15 · Dharashivcell 4880003369

distance 0.215 · cross-district

#16 · Beedcell 4700003628

distance 0.217

#17 · Solapurcell 4960005871

distance 0.217 · cross-district

#18 · Solapurcell 4960003404

distance 0.218 · 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":4700009045}}}'

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.