Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790001037

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

0.071

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008266

distance 0.071 · cross-district

#2 · Jalnacell 4790002043

distance 0.071

#3 · Jalnacell 4790000964

distance 0.074

#4 · Jalnacell 4790000288

distance 0.077

#5 · Jalnacell 4790000483

distance 0.081

#6 · Beedcell 4700008440

distance 0.083 · cross-district

#7 · Jalnacell 4790000965

distance 0.087

#8 · Jalnacell 4790001798

distance 0.088

#9 · Jalnacell 4790001485

distance 0.091

#10 · Beedcell 4700008604

distance 0.095 · cross-district

#11 · Jalnacell 4790002129

distance 0.096

#12 · Jalnacell 4790001486

distance 0.097

#13 · Jalnacell 4790000482

distance 0.097

#14 · Jalnacell 4790000026

distance 0.099

#15 · Jalnacell 4790000024

distance 0.099

#16 · Jalnacell 4790000178

distance 0.1

#17 · Beedcell 4700008670

distance 0.1 · cross-district

#18 · Jalnacell 4790000076

distance 0.1

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":4790001037}}}'

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.