Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008533

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

0.034

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000091

distance 0.034 · cross-district

#2 · Beedcell 4700008670

distance 0.037

#3 · Beedcell 4700008725

distance 0.046

#4 · Beedcell 4700008534

distance 0.048

#5 · Beedcell 4700008669

distance 0.048

#6 · Jalnacell 4790000063

distance 0.05 · cross-district

#7 · Beedcell 4700008603

distance 0.051

#8 · Jalnacell 4790000237

distance 0.054 · cross-district

#9 · Beedcell 4700008604

distance 0.062

#10 · Beedcell 4700008266

distance 0.073

#11 · Jalnacell 4790000156

distance 0.076 · cross-district

#12 · Jalnacell 4790000144

distance 0.078 · cross-district

#13 · Jalnacell 4790000014

distance 0.082 · cross-district

#14 · Beedcell 4700008455

distance 0.084

#15 · Beedcell 4700008440

distance 0.086

#16 · Jalnacell 4790000236

distance 0.087 · cross-district

#17 · Jalnacell 4790000062

distance 0.089 · cross-district

#18 · Jalnacell 4790000092

distance 0.09 · 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":4700008533}}}'

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.