Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004736

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 10 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 4850004801

distance 0.21

#2 · Nandedcell 4850005264

distance 0.316

#3 · Jalnacell 4790004132

distance 0.362 · cross-district

#4 · Nandedcell 4850004737

distance 0.387

#5 · Nandedcell 4850004884

distance 0.392

#6 · Beedcell 4700005258

distance 0.41 · cross-district

#7 · Nandedcell 4850004667

distance 0.41

#8 · Nandedcell 4850005417

distance 0.425

#9 · Yavatmalcell 5000003252

distance 0.428 · cross-district

#10 · Nandedcell 4850004735

distance 0.43

#11 · Kolhapurcell 4800004414

distance 0.436 · cross-district

#12 · Ahmednagarcell 4660009241

distance 0.436 · cross-district

#13 · Chandrapurcell 4730003456

distance 0.44 · cross-district

#14 · Nandedcell 4850002059

distance 0.441

#15 · Chandrapurcell 4730002449

distance 0.441 · cross-district

#16 · Sataracell 4940003171

distance 0.443 · cross-district

#17 · Solapurcell 4960011260

distance 0.444 · cross-district

#18 · Nagpurcell 4840002801

distance 0.447 · 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":4850004736}}}'

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.