Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790004202

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.317

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003613

distance 0.317

#2 · Jalnacell 4790004126

distance 0.35

#3 · Jalnacell 4790004125

distance 0.355

#4 · Jalnacell 4790004130

distance 0.367

#5 · Jalnacell 4790004201

distance 0.367

#6 · Nagpurcell 4840005085

distance 0.369 · cross-district

#7 · Jalnacell 4790004270

distance 0.371

#8 · Chhatrapati Sambhajinagarcell 4690000201

distance 0.374 · cross-district

#9 · Nandedcell 4850004600

distance 0.375 · cross-district

#10 · Jalnacell 4790004276

distance 0.376

#11 · Kolhapurcell 4800005376

distance 0.377 · cross-district

#12 · Ahmednagarcell 4660007954

distance 0.377 · cross-district

#13 · Beedcell 4700007496

distance 0.383 · cross-district

#14 · Dharashivcell 4880005694

distance 0.386 · cross-district

#15 · Jalnacell 4790004455

distance 0.386

#16 · Ahmednagarcell 4660004434

distance 0.387 · cross-district

#17 · Jalnacell 4790005715

distance 0.388

#18 · Kolhapurcell 4800004933

distance 0.39 · 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":4790004202}}}'

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.