Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004788

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

0.89

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.258

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004616

distance 0.258

#2 · Buldhanacell 4720005148

distance 0.483 · cross-district

#3 · Gadchirolicell 4750000064

distance 0.503 · cross-district

#4 · Dhulecell 4740001773

distance 0.511 · cross-district

#5 · Jalgaoncell 4780003202

distance 0.515 · cross-district

#6 · Solapurcell 4960005923

distance 0.523 · cross-district

#7 · Dharashivcell 4880005862

distance 0.527 · cross-district

#8 · Wardhacell 4980003992

distance 0.533 · cross-district

#9 · Buldhanacell 4720004001

distance 0.538 · cross-district

#10 · Nandurbarcell 4860001090

distance 0.543 · cross-district

#11 · Beedcell 4700007635

distance 0.544

#12 · Gadchirolicell 4750000043

distance 0.544 · cross-district

#13 · Buldhanacell 4720001191

distance 0.546 · cross-district

#14 · Solapurcell 4960005924

distance 0.551 · cross-district

#15 · Buldhanacell 4720001248

distance 0.564 · cross-district

#16 · Punecell 4900002514

distance 0.567 · cross-district

#17 · Chandrapurcell 4730007529

distance 0.572 · cross-district

#18 · Ahmednagarcell 4660010973

distance 0.589 · 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":4700004788}}}'

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.