Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002325

The MH-36 locality cells most similar to this Nanded 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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.298

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000246

distance 0.298 · cross-district

#2 · Nandedcell 4850004466

distance 0.298

#3 · Laturcell 4810003105

distance 0.304 · cross-district

#4 · Nandedcell 4850005768

distance 0.33

#5 · Laturcell 4810004508

distance 0.34 · cross-district

#6 · Parbhanicell 4890001463

distance 0.358 · cross-district

#7 · Laturcell 4810003623

distance 0.369 · cross-district

#8 · Beedcell 4700008218

distance 0.369 · cross-district

#9 · Nandedcell 4850004531

distance 0.377

#10 · Kolhapurcell 4800005028

distance 0.379 · cross-district

#11 · Laturcell 4810003478

distance 0.38 · cross-district

#12 · Beedcell 4700008746

distance 0.381 · cross-district

#13 · Dhulecell 4740000282

distance 0.381 · cross-district

#14 · Dhulecell 4740000157

distance 0.383 · cross-district

#15 · Nandedcell 4850005126

distance 0.386

#16 · Nandedcell 4850004988

distance 0.388

#17 · Jalnacell 4790002877

distance 0.391 · cross-district

#18 · Yavatmalcell 5000009057

distance 0.391 · 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":485,"cluster_id":4850002325}}}'

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.