Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004928

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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890000892

distance 0.214 · cross-district

#2 · Nandedcell 4850004854

distance 0.22

#3 · Nandedcell 4850004463

distance 0.22

#4 · Nandedcell 4850005338

distance 0.239

#5 · Laturcell 4810003066

distance 0.257 · cross-district

#6 · Dhulecell 4740001577

distance 0.263 · cross-district

#7 · Laturcell 4810003316

distance 0.266 · cross-district

#8 · Laturcell 4810002967

distance 0.266 · cross-district

#9 · Sanglicell 4930005496

distance 0.272 · cross-district

#10 · Nandedcell 4850005436

distance 0.276

#11 · Nandedcell 4850005936

distance 0.276

#12 · Nandedcell 4850005501

distance 0.283

#13 · Laturcell 4810000471

distance 0.289 · cross-district

#14 · Beedcell 4700008746

distance 0.292 · cross-district

#15 · Laturcell 4810002664

distance 0.294 · cross-district

#16 · Nandedcell 4850004531

distance 0.301

#17 · Laturcell 4810002917

distance 0.301 · cross-district

#18 · Jalnacell 4790004130

distance 0.302 · 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":4850004928}}}'

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.