Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850007533

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.359

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000000500

distance 0.359 · cross-district

#2 · Ahmednagarcell 4660011256

distance 0.371 · cross-district

#3 · Dhulecell 4740005048

distance 0.378 · cross-district

#4 · Nandedcell 4850008839

distance 0.378

#5 · Beedcell 4700000986

distance 0.387 · cross-district

#6 · Nandedcell 4850005473

distance 0.391

#7 · Yavatmalcell 5000001120

distance 0.393 · cross-district

#8 · Ahmednagarcell 4660011906

distance 0.396 · cross-district

#9 · Chhatrapati Sambhajinagarcell 4690003839

distance 0.4 · cross-district

#10 · Beedcell 4700007885

distance 0.403 · cross-district

#11 · Beedcell 4700008791

distance 0.404 · cross-district

#12 · Dharashivcell 4880000979

distance 0.406 · cross-district

#13 · Dhulecell 4740000540

distance 0.407 · cross-district

#14 · Nandedcell 4850005416

distance 0.408

#15 · Dhulecell 4740005046

distance 0.415 · cross-district

#16 · Nandedcell 4850002944

distance 0.416

#17 · Ahmednagarcell 4660011578

distance 0.416 · cross-district

#18 · Sanglicell 4930003952

distance 0.417 · 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":4850007533}}}'

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.