Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004801

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004736

distance 0.21

#2 · Nandedcell 4850005264

distance 0.273

#3 · Jalnacell 4790004132

distance 0.325 · cross-district

#4 · Nandedcell 4850004737

distance 0.366

#5 · Ahmednagarcell 4660009241

distance 0.383 · cross-district

#6 · Yavatmalcell 5000003252

distance 0.388 · cross-district

#7 · Nandedcell 4850004800

distance 0.389

#8 · Beedcell 4700005258

distance 0.391 · cross-district

#9 · Laturcell 4810000052

distance 0.393 · cross-district

#10 · Nandedcell 4850005134

distance 0.399

#11 · Nandedcell 4850005196

distance 0.409

#12 · Kolhapurcell 4800004331

distance 0.41 · cross-district

#13 · Dharashivcell 4880002232

distance 0.414 · cross-district

#14 · Sanglicell 4930002225

distance 0.415 · cross-district

#15 · Nandedcell 4850002059

distance 0.416

#16 · Jalgaoncell 4780003392

distance 0.422 · cross-district

#17 · Nandedcell 4850005132

distance 0.428

#18 · Sataracell 4940003171

distance 0.451 · 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":4850004801}}}'

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.