Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850008998

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008960

distance 0.248

#2 · Yavatmalcell 5000010766

distance 0.257 · cross-district

#3 · Nandedcell 4850009005

distance 0.267

#4 · Amravaticell 4680006056

distance 0.268 · cross-district

#5 · Wardhacell 4980000982

distance 0.274 · cross-district

#6 · Nandedcell 4850009027

distance 0.275

#7 · Yavatmalcell 5000004808

distance 0.278 · cross-district

#8 · Yavatmalcell 5000003652

distance 0.279 · cross-district

#9 · Amravaticell 4680001655

distance 0.281 · cross-district

#10 · Wardhacell 4980000567

distance 0.282 · cross-district

#11 · Yavatmalcell 5000005234

distance 0.285 · cross-district

#12 · Nandedcell 4850009002

distance 0.287

#13 · Yavatmalcell 5000003290

distance 0.29 · cross-district

#14 · Wardhacell 4980005250

distance 0.292 · cross-district

#15 · Yavatmalcell 5000004000

distance 0.293 · cross-district

#16 · Wardhacell 4980000499

distance 0.293 · cross-district

#17 · Yavatmalcell 5000010290

distance 0.293 · cross-district

#18 · Wardhacell 4980001661

distance 0.295 · 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":4850008998}}}'

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.