Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007348

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

0.101

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700007347

distance 0.101

#2 · Beedcell 4700007260

distance 0.132

#3 · Parbhanicell 4890003002

distance 0.164 · cross-district

#4 · Beedcell 4700001603

distance 0.165

#5 · Beedcell 4700001039

distance 0.165

#6 · Laturcell 4810001737

distance 0.173 · cross-district

#7 · Parbhanicell 4890001481

distance 0.179 · cross-district

#8 · Laturcell 4810001574

distance 0.181 · cross-district

#9 · Laturcell 4810001910

distance 0.186 · cross-district

#10 · Laturcell 4810002775

distance 0.189 · cross-district

#11 · Laturcell 4810002401

distance 0.199 · cross-district

#12 · Laturcell 4810002938

distance 0.199 · cross-district

#13 · Jalnacell 4790004146

distance 0.2 · cross-district

#14 · Laturcell 4810004141

distance 0.203 · cross-district

#15 · Dharashivcell 4880000070

distance 0.204 · cross-district

#16 · Beedcell 4700001040

distance 0.207

#17 · Laturcell 4810002474

distance 0.208 · cross-district

#18 · Ahmednagarcell 4660011897

distance 0.211 · 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":4700007348}}}'

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.