Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790003613

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.251

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004125

distance 0.251

#2 · Jalnacell 4790004202

distance 0.317

#3 · Laturcell 4810002672

distance 0.33 · cross-district

#4 · Kolhapurcell 4800004089

distance 0.331 · cross-district

#5 · Jalnacell 4790003612

distance 0.337

#6 · Jalnacell 4790002694

distance 0.337

#7 · Jalnacell 4790003024

distance 0.339

#8 · Solapurcell 4960011433

distance 0.34 · cross-district

#9 · Jalnacell 4790003783

distance 0.34

#10 · Jalnacell 4790003790

distance 0.34

#11 · Laturcell 4810002766

distance 0.351 · cross-district

#12 · Jalnacell 4790001795

distance 0.355

#13 · Jalnacell 4790004197

distance 0.357

#14 · Laturcell 4810002578

distance 0.357 · cross-district

#15 · Jalnacell 4790005046

distance 0.358

#16 · Jalnacell 4790003878

distance 0.368

#17 · Jalnacell 4790001997

distance 0.368

#18 · Dharashivcell 4880004792

distance 0.377 · 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":4790003613}}}'

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.