Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700005881

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

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001458

distance 0.248 · cross-district

#2 · Jalnacell 4790004605

distance 0.258 · cross-district

#3 · Jalnacell 4790002938

distance 0.262 · cross-district

#4 · Jalnacell 4790003624

distance 0.275 · cross-district

#5 · Kolhapurcell 4800004725

distance 0.275 · cross-district

#6 · Solapurcell 4960010422

distance 0.276 · cross-district

#7 · Ahmednagarcell 4660011119

distance 0.281 · cross-district

#8 · Dharashivcell 4880003318

distance 0.285 · cross-district

#9 · Laturcell 4810002834

distance 0.287 · cross-district

#10 · Nandedcell 4850005001

distance 0.295 · cross-district

#11 · Laturcell 4810002435

distance 0.295 · cross-district

#12 · Nandedcell 4850004385

distance 0.297 · cross-district

#13 · Nandedcell 4850004661

distance 0.3 · cross-district

#14 · Laturcell 4810003605

distance 0.3 · cross-district

#15 · Laturcell 4810003377

distance 0.306 · cross-district

#16 · Beedcell 4700007399

distance 0.31

#17 · Solapurcell 4960003972

distance 0.314 · cross-district

#18 · Laturcell 4810002521

distance 0.315 · 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":4700005881}}}'

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.