Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002818

The MH-36 locality cells most similar to this Hingoli 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

0.106

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000001327

distance 0.106 · cross-district

#2 · Yavatmalcell 5000001326

distance 0.11 · cross-district

#3 · Yavatmalcell 5000001549

distance 0.116 · cross-district

#4 · Yavatmalcell 5000001328

distance 0.127 · cross-district

#5 · Yavatmalcell 5000006412

distance 0.173 · cross-district

#6 · Yavatmalcell 5000001781

distance 0.178 · cross-district

#7 · Hingolicell 4770003130

distance 0.187

#8 · Yavatmalcell 5000001378

distance 0.19 · cross-district

#9 · Hingolicell 4770002541

distance 0.195

#10 · Beedcell 4700007446

distance 0.201 · cross-district

#11 · Amravaticell 4680006632

distance 0.204 · cross-district

#12 · Amravaticell 4680000814

distance 0.209 · cross-district

#13 · Yavatmalcell 5000006275

distance 0.209 · cross-district

#14 · Amravaticell 4680006775

distance 0.215 · cross-district

#15 · Yavatmalcell 5000011536

distance 0.217 · cross-district

#16 · Yavatmalcell 5000001906

distance 0.218 · cross-district

#17 · Yavatmalcell 5000001907

distance 0.22 · cross-district

#18 · Amravaticell 4680006629

distance 0.22 · 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":477,"cluster_id":4770002818}}}'

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.