Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000059

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.294

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880006024

distance 0.294 · cross-district

#2 · Laturcell 4810002386

distance 0.298 · cross-district

#3 · Dharashivcell 4880006020

distance 0.317 · cross-district

#4 · Dharashivcell 4880005944

distance 0.334 · cross-district

#5 · Beedcell 4700007268

distance 0.354

#6 · Jalnacell 4790001210

distance 0.354 · cross-district

#7 · Laturcell 4810003086

distance 0.355 · cross-district

#8 · Beedcell 4700007267

distance 0.356

#9 · Amravaticell 4680006632

distance 0.357 · cross-district

#10 · Jalnacell 4790001884

distance 0.357 · cross-district

#11 · Yavatmalcell 5000011441

distance 0.358 · cross-district

#12 · Dharashivcell 4880002690

distance 0.36 · cross-district

#13 · Sataracell 4940002586

distance 0.362 · cross-district

#14 · Chandrapurcell 4730007948

distance 0.366 · cross-district

#15 · Yavatmalcell 5000001276

distance 0.371 · cross-district

#16 · Wardhacell 4980005403

distance 0.372 · cross-district

#17 · Dharashivcell 4880002535

distance 0.373 · cross-district

#18 · Beedcell 4700006098

distance 0.374

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":4700000059}}}'

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.