Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005020

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 6 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 · Ahmednagarcell 4660004787

distance 0.174 · cross-district

#2 · Ahmednagarcell 4660004753

distance 0.2 · cross-district

#3 · Ahmednagarcell 4660004287

distance 0.207 · cross-district

#4 · Ahmednagarcell 4660002563

distance 0.219 · cross-district

#5 · Dharashivcell 4880000072

distance 0.224 · cross-district

#6 · Laturcell 4810002144

distance 0.236 · cross-district

#7 · Punecell 4900006298

distance 0.236 · cross-district

#8 · Beedcell 4700004225

distance 0.236

#9 · Ahmednagarcell 4660011735

distance 0.241 · cross-district

#10 · Dharashivcell 4880000624

distance 0.248 · cross-district

#11 · Solapurcell 4960010134

distance 0.255 · cross-district

#12 · Ahmednagarcell 4660003171

distance 0.257 · cross-district

#13 · Ahmednagarcell 4660014412

distance 0.258 · cross-district

#14 · Laturcell 4810003462

distance 0.259 · cross-district

#15 · Beedcell 4700003813

distance 0.259

#16 · Ahmednagarcell 4660003181

distance 0.26 · cross-district

#17 · Ahmednagarcell 4660000058

distance 0.26 · cross-district

#18 · Ahmednagarcell 4660004103

distance 0.262 · 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":4700005020}}}'

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.