Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007136

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003063

distance 0.128 · cross-district

#2 · Dharashivcell 4880004843

distance 0.132 · cross-district

#3 · Beedcell 4700007030

distance 0.134

#4 · Ahmednagarcell 4660000673

distance 0.141 · cross-district

#5 · Beedcell 4700006126

distance 0.144

#6 · Beedcell 4700006654

distance 0.145

#7 · Dharashivcell 4880005226

distance 0.146 · cross-district

#8 · Beedcell 4700001253

distance 0.153

#9 · Ahmednagarcell 4660001263

distance 0.154 · cross-district

#10 · Ahmednagarcell 4660001453

distance 0.158 · cross-district

#11 · Dharashivcell 4880000428

distance 0.158 · cross-district

#12 · Jalgaoncell 4780000570

distance 0.159 · cross-district

#13 · Ahmednagarcell 4660001285

distance 0.159 · cross-district

#14 · Nandedcell 4850000774

distance 0.159 · cross-district

#15 · Ahmednagarcell 4660000346

distance 0.16 · cross-district

#16 · Nandedcell 4850000596

distance 0.16 · cross-district

#17 · Jalnacell 4790000771

distance 0.16 · cross-district

#18 · Sanglicell 4930004300

distance 0.16 · 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":4700007136}}}'

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.