Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000054

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.16

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700000359

distance 0.16

#2 · Beedcell 4700000586

distance 0.21

#3 · Hingolicell 4770003703

distance 0.225 · cross-district

#4 · Dharashivcell 4880004533

distance 0.228 · cross-district

#5 · Hingolicell 4770003764

distance 0.243 · cross-district

#6 · Dharashivcell 4880001824

distance 0.243 · cross-district

#7 · Beedcell 4700005004

distance 0.245

#8 · Dharashivcell 4880005931

distance 0.249 · cross-district

#9 · Ahmednagarcell 4660012212

distance 0.253 · cross-district

#10 · Washimcell 4990000500

distance 0.257 · cross-district

#11 · Beedcell 4700000241

distance 0.26

#12 · Ahmednagarcell 4660010927

distance 0.267 · cross-district

#13 · Sanglicell 4930000171

distance 0.268 · cross-district

#14 · Dharashivcell 4880005693

distance 0.27 · cross-district

#15 · Dharashivcell 4880005583

distance 0.27 · cross-district

#16 · Ahmednagarcell 4660010405

distance 0.272 · cross-district

#17 · Buldhanacell 4720001750

distance 0.273 · cross-district

#18 · Buldhanacell 4720001052

distance 0.275 · 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":4700000054}}}'

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.