Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700004684

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

0.116

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660003851

distance 0.116 · cross-district

#2 · Beedcell 4700005017

distance 0.124

#3 · Ahmednagarcell 4660003911

distance 0.137 · cross-district

#4 · Ahmednagarcell 4660010081

distance 0.14 · cross-district

#5 · Ahmednagarcell 4660003693

distance 0.141 · cross-district

#6 · Ahmednagarcell 4660009590

distance 0.142 · cross-district

#7 · Ahmednagarcell 4660010599

distance 0.142 · cross-district

#8 · Beedcell 4700003474

distance 0.148

#9 · Ahmednagarcell 4660010601

distance 0.151 · cross-district

#10 · Ahmednagarcell 4660003799

distance 0.151 · cross-district

#11 · Ahmednagarcell 4660004534

distance 0.152 · cross-district

#12 · Ahmednagarcell 4660003502

distance 0.157 · cross-district

#13 · Dharashivcell 4880004461

distance 0.158 · cross-district

#14 · Beedcell 4700000551

distance 0.16

#15 · Ahmednagarcell 4660010427

distance 0.16 · cross-district

#16 · Laturcell 4810002584

distance 0.161 · cross-district

#17 · Ahmednagarcell 4660004281

distance 0.161 · cross-district

#18 · Dharashivcell 4880004191

distance 0.162 · 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":4700004684}}}'

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.