Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002941

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700002951

distance 0.271

#2 · Beedcell 4700002601

distance 0.295

#3 · Nagpurcell 4840006614

distance 0.306 · cross-district

#4 · Beedcell 4700002949

distance 0.308

#5 · Gadchirolicell 4750003154

distance 0.313 · cross-district

#6 · Nashikcell 4870012514

distance 0.314 · cross-district

#7 · Dharashivcell 4880000825

distance 0.317 · cross-district

#8 · Dharashivcell 4880001081

distance 0.324 · cross-district

#9 · Laturcell 4810004841

distance 0.325 · cross-district

#10 · Beedcell 4700003124

distance 0.326

#11 · Jalgaoncell 4780010002

distance 0.326 · cross-district

#12 · Dharashivcell 4880000826

distance 0.327 · cross-district

#13 · Beedcell 4700001627

distance 0.332

#14 · Nagpurcell 4840004614

distance 0.332 · cross-district

#15 · Nagpurcell 4840007138

distance 0.334 · cross-district

#16 · Beedcell 4700003463

distance 0.335

#17 · Beedcell 4700003634

distance 0.337

#18 · Amravaticell 4680007161

distance 0.34 · 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":4700002941}}}'

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.