Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008568

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 12 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.34

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880000981

distance 0.34 · cross-district

#2 · Jalgaoncell 4780000491

distance 0.34 · cross-district

#3 · Jalnacell 4790001793

distance 0.346 · cross-district

#4 · Dharashivcell 4880002034

distance 0.361 · cross-district

#5 · Dharashivcell 4880000048

distance 0.369 · cross-district

#6 · Beedcell 4700004313

distance 0.371

#7 · Washimcell 4990001495

distance 0.372 · cross-district

#8 · Beedcell 4700005841

distance 0.388

#9 · Parbhanicell 4890000587

distance 0.392 · cross-district

#10 · Amravaticell 4680004001

distance 0.405 · cross-district

#11 · Beedcell 4700007587

distance 0.409

#12 · Chandrapurcell 4730001950

distance 0.422 · cross-district

#13 · Laturcell 4810004819

distance 0.423 · cross-district

#14 · Buldhanacell 4720001952

distance 0.428 · cross-district

#15 · Nandedcell 4850007474

distance 0.43 · cross-district

#16 · Ahmednagarcell 4660012331

distance 0.431 · cross-district

#17 · Laturcell 4810000357

distance 0.433 · cross-district

#18 · Laturcell 4810003156

distance 0.435 · 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":4700008568}}}'

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.