Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003978

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 3 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.064

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003979

distance 0.064

#2 · Washimcell 4990000757

distance 0.081 · cross-district

#3 · Hingolicell 4770003921

distance 0.082

#4 · Hingolicell 4770004000

distance 0.088

#5 · Washimcell 4990000602

distance 0.1 · cross-district

#6 · Washimcell 4990000672

distance 0.104 · cross-district

#7 · Washimcell 4990000675

distance 0.111 · cross-district

#8 · Hingolicell 4770003596

distance 0.112

#9 · Hingolicell 4770003999

distance 0.116

#10 · Hingolicell 4770003697

distance 0.118

#11 · Washimcell 4990000603

distance 0.12 · cross-district

#12 · Washimcell 4990000605

distance 0.12 · cross-district

#13 · Washimcell 4990001296

distance 0.126 · cross-district

#14 · Hingolicell 4770003753

distance 0.126

#15 · Washimcell 4990001301

distance 0.128 · cross-district

#16 · Washimcell 4990000830

distance 0.13 · cross-district

#17 · Hingolicell 4770003949

distance 0.133

#18 · Beedcell 4700000770

distance 0.133 · 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":4770003978}}}'

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.