Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003958

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.202

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001095

distance 0.202 · cross-district

#2 · Hingolicell 4770004005

distance 0.222

#3 · Hingolicell 4770002080

distance 0.23

#4 · Dharashivcell 4880000134

distance 0.233 · cross-district

#5 · Washimcell 4990002785

distance 0.235 · cross-district

#6 · Washimcell 4990001977

distance 0.238 · cross-district

#7 · Washimcell 4990002734

distance 0.238 · cross-district

#8 · Washimcell 4990001417

distance 0.238 · cross-district

#9 · Washimcell 4990003066

distance 0.241 · cross-district

#10 · Washimcell 4990002370

distance 0.242 · cross-district

#11 · Washimcell 4990000111

distance 0.242 · cross-district

#12 · Washimcell 4990003571

distance 0.242 · cross-district

#13 · Yavatmalcell 5000005510

distance 0.242 · cross-district

#14 · Laturcell 4810001761

distance 0.243 · cross-district

#15 · Washimcell 4990003780

distance 0.244 · cross-district

#16 · Washimcell 4990000336

distance 0.245 · cross-district

#17 · Dharashivcell 4880000763

distance 0.246 · cross-district

#18 · Yavatmalcell 5000001184

distance 0.246 · 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":4770003958}}}'

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.