Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000832

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000015

distance 0.155 · cross-district

#2 · Parbhanicell 4890000285

distance 0.166 · cross-district

#3 · Dharashivcell 4880005450

distance 0.166 · cross-district

#4 · Laturcell 4810005704

distance 0.17 · cross-district

#5 · Beedcell 4700003299

distance 0.176

#6 · Parbhanicell 4890000178

distance 0.176 · cross-district

#7 · Laturcell 4810005545

distance 0.177 · cross-district

#8 · Parbhanicell 4890000243

distance 0.189 · cross-district

#9 · Laturcell 4810005954

distance 0.193 · cross-district

#10 · Laturcell 4810006098

distance 0.195 · cross-district

#11 · Dharashivcell 4880001515

distance 0.198 · cross-district

#12 · Parbhanicell 4890000138

distance 0.198 · cross-district

#13 · Laturcell 4810005950

distance 0.199 · cross-district

#14 · Nandedcell 4850001530

distance 0.199 · cross-district

#15 · Laturcell 4810006159

distance 0.202 · cross-district

#16 · Laturcell 4810005834

distance 0.203 · cross-district

#17 · Laturcell 4810006052

distance 0.205 · cross-district

#18 · Laturcell 4810005912

distance 0.208 · 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":4700000832}}}'

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.