Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000699

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

0.221

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960002588

distance 0.221 · cross-district

#2 · Laturcell 4810001135

distance 0.26 · cross-district

#3 · Laturcell 4810000597

distance 0.275 · cross-district

#4 · Ahmednagarcell 4660001326

distance 0.281 · cross-district

#5 · Ahmednagarcell 4660001143

distance 0.287 · cross-district

#6 · Ahmednagarcell 4660001142

distance 0.293 · cross-district

#7 · Dharashivcell 4880004911

distance 0.294 · cross-district

#8 · Dharashivcell 4880002048

distance 0.298 · cross-district

#9 · Ahmednagarcell 4660000523

distance 0.305 · cross-district

#10 · Beedcell 4700008352

distance 0.306

#11 · Buldhanacell 4720003884

distance 0.311 · cross-district

#12 · Nashikcell 4870003733

distance 0.314 · cross-district

#13 · Laturcell 4810000880

distance 0.316 · cross-district

#14 · Dharashivcell 4880000502

distance 0.321 · cross-district

#15 · Hingolicell 4770003816

distance 0.323 · cross-district

#16 · Buldhanacell 4720004120

distance 0.326 · cross-district

#17 · Buldhanacell 4720001212

distance 0.329 · cross-district

#18 · Jalgaoncell 4780002466

distance 0.33 · 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":4700000699}}}'

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.