Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004447

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

0.285

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006359

distance 0.285 · cross-district

#2 · Beedcell 4700004951

distance 0.29

#3 · Sataracell 4940000408

distance 0.295 · cross-district

#4 · Beedcell 4700002880

distance 0.324

#5 · Beedcell 4700004579

distance 0.329

#6 · Sanglicell 4930005466

distance 0.33 · cross-district

#7 · Beedcell 4700004046

distance 0.332

#8 · Amravaticell 4680007789

distance 0.337 · cross-district

#9 · Sataracell 4940001170

distance 0.337 · cross-district

#10 · Kolhapurcell 4800004952

distance 0.339 · cross-district

#11 · Hingolicell 4770000520

distance 0.34 · cross-district

#12 · Sataracell 4940001217

distance 0.344 · cross-district

#13 · Kolhapurcell 4800005273

distance 0.347 · cross-district

#14 · Ahmednagarcell 4660005941

distance 0.352 · cross-district

#15 · Sataracell 4940000704

distance 0.353 · cross-district

#16 · Yavatmalcell 5000001503

distance 0.355 · cross-district

#17 · Beedcell 4700004952

distance 0.361

#18 · Amravaticell 4680006072

distance 0.362 · 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":4700004447}}}'

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.