Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700007529

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.052

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008095

distance 0.052

#2 · Beedcell 4700008764

distance 0.053

#3 · Jalnacell 4790000220

distance 0.061 · cross-district

#4 · Beedcell 4700008998

distance 0.064

#5 · Jalnacell 4790001878

distance 0.065 · cross-district

#6 · Beedcell 4700008807

distance 0.067

#7 · Jalnacell 4790002043

distance 0.071 · cross-district

#8 · Beedcell 4700008256

distance 0.071

#9 · Jalnacell 4790002975

distance 0.072 · cross-district

#10 · Jalnacell 4790000177

distance 0.074 · cross-district

#11 · Jalnacell 4790003053

distance 0.078 · cross-district

#12 · Beedcell 4700008967

distance 0.078

#13 · Jalnacell 4790003057

distance 0.081 · cross-district

#14 · Jalnacell 4790002810

distance 0.084 · cross-district

#15 · Beedcell 4700008763

distance 0.085

#16 · Beedcell 4700008186

distance 0.087

#17 · Jalnacell 4790002635

distance 0.088 · cross-district

#18 · Jalnacell 4790002805

distance 0.089 · 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":4700007529}}}'

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.