Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000978

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 3 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.161

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700003008

distance 0.161

#2 · Ahmednagarcell 4660002518

distance 0.164 · cross-district

#3 · Beedcell 4700003019

distance 0.173

#4 · Ahmednagarcell 4660002014

distance 0.174 · cross-district

#5 · Ahmednagarcell 4660003071

distance 0.179 · cross-district

#6 · Dharashivcell 4880004161

distance 0.183 · cross-district

#7 · Ahmednagarcell 4660002702

distance 0.189 · cross-district

#8 · Dharashivcell 4880004482

distance 0.189 · cross-district

#9 · Dharashivcell 4880005245

distance 0.19 · cross-district

#10 · Dharashivcell 4880006355

distance 0.194 · cross-district

#11 · Dharashivcell 4880005521

distance 0.195 · cross-district

#12 · Dharashivcell 4880005964

distance 0.196 · cross-district

#13 · Beedcell 4700002674

distance 0.197

#14 · Beedcell 4700001544

distance 0.199

#15 · Ahmednagarcell 4660000785

distance 0.203 · cross-district

#16 · Dharashivcell 4880005959

distance 0.205 · cross-district

#17 · Dharashivcell 4880006035

distance 0.207 · cross-district

#18 · Beedcell 4700002673

distance 0.209

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":4700000978}}}'

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.