Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850002690

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.08

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850002691

distance 0.08

#2 · Amravaticell 4680004274

distance 0.128 · cross-district

#3 · Nandedcell 4850002602

distance 0.152

#4 · Amravaticell 4680005787

distance 0.157 · cross-district

#5 · Beedcell 4700006044

distance 0.16 · cross-district

#6 · Yavatmalcell 5000002473

distance 0.162 · cross-district

#7 · Jalgaoncell 4780005536

distance 0.163 · cross-district

#8 · Amravaticell 4680001375

distance 0.163 · cross-district

#9 · Chandrapurcell 4730003980

distance 0.164 · cross-district

#10 · Buldhanacell 4720004443

distance 0.164 · cross-district

#11 · Beedcell 4700006864

distance 0.167 · cross-district

#12 · Yavatmalcell 5000009828

distance 0.168 · cross-district

#13 · Jalgaoncell 4780005665

distance 0.17 · cross-district

#14 · Buldhanacell 4720007112

distance 0.171 · cross-district

#15 · Jalgaoncell 4780000571

distance 0.172 · cross-district

#16 · Parbhanicell 4890003239

distance 0.173 · cross-district

#17 · Buldhanacell 4720007167

distance 0.174 · cross-district

#18 · Buldhanacell 4720007050

distance 0.174 · 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":4850002690}}}'

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.