Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000802

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 6 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.229

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790002133

distance 0.229 · cross-district

#2 · Jalnacell 4790001796

distance 0.245 · cross-district

#3 · Laturcell 4810000581

distance 0.251 · cross-district

#4 · Nandedcell 4850004269

distance 0.259 · cross-district

#5 · Beedcell 4700002363

distance 0.264

#6 · Laturcell 4810004415

distance 0.268 · cross-district

#7 · Laturcell 4810001920

distance 0.275 · cross-district

#8 · Laturcell 4810000971

distance 0.278 · cross-district

#9 · Sanglicell 4930003428

distance 0.285 · cross-district

#10 · Laturcell 4810001096

distance 0.287 · cross-district

#11 · Laturcell 4810000927

distance 0.287 · cross-district

#12 · Laturcell 4810005015

distance 0.293 · cross-district

#13 · Jalnacell 4790004082

distance 0.297 · cross-district

#14 · Beedcell 4700002701

distance 0.298

#15 · Ahmednagarcell 4660009758

distance 0.299 · cross-district

#16 · Beedcell 4700006955

distance 0.299

#17 · Laturcell 4810003110

distance 0.299 · cross-district

#18 · Sanglicell 4930001566

distance 0.302 · 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":4700000802}}}'

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.