Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003587

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.058

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003530

distance 0.058

#2 · Hingolicell 4770003977

distance 0.063

#3 · Hingolicell 4770003593

distance 0.064

#4 · Hingolicell 4770003847

distance 0.07

#5 · Hingolicell 4770003531

distance 0.07

#6 · Washimcell 4990001288

distance 0.07 · cross-district

#7 · Washimcell 4990000822

distance 0.071 · cross-district

#8 · Hingolicell 4770003590

distance 0.073

#9 · Washimcell 4990001093

distance 0.074 · cross-district

#10 · Washimcell 4990000334

distance 0.074 · cross-district

#11 · Washimcell 4990000992

distance 0.08 · cross-district

#12 · Washimcell 4990000661

distance 0.081 · cross-district

#13 · Hingolicell 4770003700

distance 0.086

#14 · Hingolicell 4770003529

distance 0.086

#15 · Washimcell 4990000991

distance 0.086 · cross-district

#16 · Hingolicell 4770003646

distance 0.086

#17 · Hingolicell 4770003956

distance 0.089

#18 · Washimcell 4990000588

distance 0.09 · 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":4770003587}}}'

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.