Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005134

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.308

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004999

distance 0.308

#2 · Nandedcell 4850004800

distance 0.333

#3 · Nandedcell 4850005132

distance 0.345

#4 · Nandedcell 4850005195

distance 0.379

#5 · Nandedcell 4850005264

distance 0.387

#6 · Nandedcell 4850004801

distance 0.399

#7 · Nandedcell 4850004735

distance 0.414

#8 · Nandedcell 4850002059

distance 0.418

#9 · Sanglicell 4930000459

distance 0.422 · cross-district

#10 · Kolhapurcell 4800004340

distance 0.425 · cross-district

#11 · Laturcell 4810004996

distance 0.439 · cross-district

#12 · Jalnacell 4790003965

distance 0.441 · cross-district

#13 · Laturcell 4810003221

distance 0.446 · cross-district

#14 · Jalnacell 4790004132

distance 0.449 · cross-district

#15 · Kolhapurcell 4800004096

distance 0.449 · cross-district

#16 · Sanglicell 4930000298

distance 0.457 · cross-district

#17 · Nandedcell 4850004736

distance 0.461

#18 · Kolhapurcell 4800004331

distance 0.475 · 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":4850005134}}}'

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.