Bhārata Strata · Maharashtra · Jalna · morphological twins

Places like cell 4790005877

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 14 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.333

lower = more alike (weighted)

The twins, closest first

#1 · Chhatrapati Sambhajinagarcell 4690006659

distance 0.333 · cross-district

#2 · Amravaticell 4680008612

distance 0.388 · cross-district

#3 · Dharashivcell 4880005934

distance 0.424 · cross-district

#4 · Jalgaoncell 4780006238

distance 0.432 · cross-district

#5 · Nashikcell 4870007534

distance 0.439 · cross-district

#6 · Beedcell 4700003117

distance 0.443 · cross-district

#7 · Nagpurcell 4840005846

distance 0.445 · cross-district

#8 · Nagpurcell 4840005161

distance 0.445 · cross-district

#9 · Sanglicell 4930004648

distance 0.445 · cross-district

#10 · Washimcell 4990000227

distance 0.459 · cross-district

#11 · Nandedcell 4850000626

distance 0.463 · cross-district

#12 · Yavatmalcell 5000001763

distance 0.464 · cross-district

#13 · Yavatmalcell 5000007914

distance 0.466 · cross-district

#14 · Sanglicell 4930002838

distance 0.47 · cross-district

#15 · Parbhanicell 4890004284

distance 0.473 · cross-district

#16 · Jalnacell 4790001126

distance 0.477

#17 · Buldhanacell 4720005755

distance 0.481 · cross-district

#18 · Jalgaoncell 4780004436

distance 0.484 · 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":4790005877}}}'

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.