Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006263

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

0.232

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660000830

distance 0.232 · cross-district

#2 · Beedcell 4700002862

distance 0.274

#3 · Ahmednagarcell 4660011906

distance 0.304 · cross-district

#4 · Dharashivcell 4880000979

distance 0.31 · cross-district

#5 · Nashikcell 4870010453

distance 0.315 · cross-district

#6 · Ahmednagarcell 4660009073

distance 0.327 · cross-district

#7 · Ahmednagarcell 4660014101

distance 0.338 · cross-district

#8 · Punecell 4900004316

distance 0.345 · cross-district

#9 · Beedcell 4700005839

distance 0.346

#10 · Dharashivcell 4880006092

distance 0.346 · cross-district

#11 · Sanglicell 4930000427

distance 0.346 · cross-district

#12 · Solapurcell 4960005916

distance 0.35 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690000529

distance 0.352 · cross-district

#14 · Buldhanacell 4720002714

distance 0.357 · cross-district

#15 · Chhatrapati Sambhajinagarcell 4690001501

distance 0.359 · cross-district

#16 · Ahmednagarcell 4660009950

distance 0.366 · cross-district

#17 · Solapurcell 4960005617

distance 0.369 · cross-district

#18 · Sanglicell 4930003952

distance 0.369 · 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":4700006263}}}'

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.