Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700009035

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002004

distance 0.242 · cross-district

#2 · Parbhanicell 4890001420

distance 0.247 · cross-district

#3 · Chandrapurcell 4730000139

distance 0.249 · cross-district

#4 · Jalgaoncell 4780006702

distance 0.262 · cross-district

#5 · Punecell 4900001753

distance 0.264 · cross-district

#6 · Dharashivcell 4880000332

distance 0.266 · cross-district

#7 · Dharashivcell 4880003542

distance 0.267 · cross-district

#8 · Jalnacell 4790005632

distance 0.269 · cross-district

#9 · Ahmednagarcell 4660012948

distance 0.27 · cross-district

#10 · Beedcell 4700006868

distance 0.274

#11 · Punecell 4900006650

distance 0.276 · cross-district

#12 · Punecell 4900006775

distance 0.279 · cross-district

#13 · Jalgaoncell 4780006984

distance 0.279 · cross-district

#14 · Solapurcell 4960006941

distance 0.28 · cross-district

#15 · Dharashivcell 4880003721

distance 0.284 · cross-district

#16 · Jalgaoncell 4780006544

distance 0.284 · cross-district

#17 · Buldhanacell 4720007391

distance 0.288 · cross-district

#18 · Dharashivcell 4880005940

distance 0.29 · 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":4700009035}}}'

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.