Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000043

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 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960011715

distance 0.132 · cross-district

#2 · Dharashivcell 4880004835

distance 0.154 · cross-district

#3 · Dharashivcell 4880005873

distance 0.16 · cross-district

#4 · Solapurcell 4960011269

distance 0.167 · cross-district

#5 · Dharashivcell 4880004558

distance 0.169 · cross-district

#6 · Solapurcell 4960011265

distance 0.171 · cross-district

#7 · Laturcell 4810004450

distance 0.173 · cross-district

#8 · Laturcell 4810000567

distance 0.181 · cross-district

#9 · Solapurcell 4960010490

distance 0.181 · cross-district

#10 · Laturcell 4810001345

distance 0.182 · cross-district

#11 · Solapurcell 4960011874

distance 0.187 · cross-district

#12 · Dharashivcell 4880005580

distance 0.19 · cross-district

#13 · Laturcell 4810003241

distance 0.192 · cross-district

#14 · Laturcell 4810001741

distance 0.193 · cross-district

#15 · Beedcell 4700000190

distance 0.2

#16 · Solapurcell 4960011797

distance 0.2 · cross-district

#17 · Solapurcell 4960011792

distance 0.201 · cross-district

#18 · Laturcell 4810000879

distance 0.201 · 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":4700000043}}}'

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.