Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005540

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.268

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850004464

distance 0.268

#2 · Hingolicell 4770000258

distance 0.331 · cross-district

#3 · Nandedcell 4850005269

distance 0.37

#4 · Hingolicell 4770000257

distance 0.399 · cross-district

#5 · Kolhapurcell 4800004097

distance 0.43 · cross-district

#6 · Ahmednagarcell 4660004043

distance 0.473 · cross-district

#7 · Ahmednagarcell 4660004172

distance 0.501 · cross-district

#8 · Nagpurcell 4840005337

distance 0.514 · cross-district

#9 · Dhulecell 4740004978

distance 0.52 · cross-district

#10 · Nandedcell 4850006004

distance 0.521

#11 · Solapurcell 4960005508

distance 0.525 · cross-district

#12 · Beedcell 4700004934

distance 0.53 · cross-district

#13 · Punecell 4900001221

distance 0.534 · cross-district

#14 · Sataracell 4940004959

distance 0.543 · cross-district

#15 · Laturcell 4810000452

distance 0.544 · cross-district

#16 · Sanglicell 4930005735

distance 0.544 · cross-district

#17 · Nagpurcell 4840002612

distance 0.545 · cross-district

#18 · Kolhapurcell 4800004590

distance 0.546 · 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":4850005540}}}'

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.