Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790000014

The MH-36 locality cells most similar to this Jalna 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

0.044

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000013

distance 0.044

#2 · Beedcell 4700008669

distance 0.059 · cross-district

#3 · Jalnacell 4790000482

distance 0.065

#4 · Jalnacell 4790000483

distance 0.066

#5 · Beedcell 4700008603

distance 0.069 · cross-district

#6 · Jalnacell 4790000236

distance 0.069

#7 · Beedcell 4700007709

distance 0.075 · cross-district

#8 · Jalnacell 4790000063

distance 0.077

#9 · Beedcell 4700008725

distance 0.077 · cross-district

#10 · Jalnacell 4790000237

distance 0.077

#11 · Beedcell 4700008604

distance 0.078 · cross-district

#12 · Beedcell 4700008807

distance 0.079 · cross-district

#13 · Beedcell 4700008764

distance 0.08 · cross-district

#14 · Jalnacell 4790001176

distance 0.08

#15 · Beedcell 4700008533

distance 0.082 · cross-district

#16 · Jalnacell 4790000547

distance 0.082

#17 · Beedcell 4700008670

distance 0.082 · cross-district

#18 · Beedcell 4700008256

distance 0.084 · 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":479,"cluster_id":4790000014}}}'

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.