Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850005120

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.301

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850006006

distance 0.301

#2 · Beedcell 4700007439

distance 0.325 · cross-district

#3 · Nandedcell 4850003670

distance 0.343

#4 · Beedcell 4700005444

distance 0.348 · cross-district

#5 · Nandedcell 4850004598

distance 0.351

#6 · Nandedcell 4850005189

distance 0.359

#7 · Nandedcell 4850005617

distance 0.36

#8 · Nandedcell 4850005926

distance 0.36

#9 · Laturcell 4810003408

distance 0.363 · cross-district

#10 · Nandedcell 4850004397

distance 0.365

#11 · Laturcell 4810005015

distance 0.368 · cross-district

#12 · Beedcell 4700006017

distance 0.374 · cross-district

#13 · Sanglicell 4930000202

distance 0.377 · cross-district

#14 · Nashikcell 4870013097

distance 0.378 · cross-district

#15 · Sanglicell 4930000238

distance 0.379 · cross-district

#16 · Beedcell 4700008863

distance 0.382 · cross-district

#17 · Dhulecell 4740001053

distance 0.385 · cross-district

#18 · Dhulecell 4740000957

distance 0.386 · 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":4850005120}}}'

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.