Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007821

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.236

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005100

distance 0.236

#2 · Nandedcell 4850004403

distance 0.268 · cross-district

#3 · Ahmednagarcell 4660000753

distance 0.28 · cross-district

#4 · Punecell 4900001900

distance 0.281 · cross-district

#5 · Solapurcell 4960005473

distance 0.284 · cross-district

#6 · Beedcell 4700006124

distance 0.285

#7 · Jalnacell 4790003966

distance 0.291 · cross-district

#8 · Laturcell 4810002065

distance 0.292 · cross-district

#9 · Beedcell 4700005561

distance 0.292

#10 · Jalnacell 4790003790

distance 0.293 · cross-district

#11 · Solapurcell 4960004606

distance 0.294 · cross-district

#12 · Beedcell 4700006441

distance 0.294

#13 · Parbhanicell 4890002008

distance 0.297 · cross-district

#14 · Jalgaoncell 4780005581

distance 0.297 · cross-district

#15 · Laturcell 4810004260

distance 0.298 · cross-district

#16 · Nandedcell 4850002711

distance 0.298 · cross-district

#17 · Beedcell 4700000985

distance 0.298

#18 · Chhatrapati Sambhajinagarcell 4690000440

distance 0.298 · 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":4700007821}}}'

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.