Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003888

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 2 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.038

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003890

distance 0.038

#2 · Hingolicell 4770003920

distance 0.054

#3 · Hingolicell 4770003924

distance 0.066

#4 · Washimcell 4990000756

distance 0.067 · cross-district

#5 · Hingolicell 4770003980

distance 0.067

#6 · Hingolicell 4770003893

distance 0.071

#7 · Washimcell 4990000532

distance 0.081 · cross-district

#8 · Washimcell 4990000530

distance 0.081 · cross-district

#9 · Washimcell 4990000531

distance 0.083 · cross-district

#10 · Hingolicell 4770003925

distance 0.085

#11 · Hingolicell 4770003922

distance 0.086

#12 · Hingolicell 4770003955

distance 0.089

#13 · Hingolicell 4770003855

distance 0.091

#14 · Washimcell 4990000470

distance 0.095 · cross-district

#15 · Washimcell 4990000245

distance 0.098 · cross-district

#16 · Hingolicell 4770004001

distance 0.099

#17 · Hingolicell 4770003716

distance 0.1

#18 · Washimcell 4990000533

distance 0.1 · 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":4770003888}}}'

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.