Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003577

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.049

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003516

distance 0.049

#2 · Hingolicell 4770003576

distance 0.06

#3 · Hingolicell 4770003634

distance 0.062

#4 · Hingolicell 4770003785

distance 0.062

#5 · Hingolicell 4770003580

distance 0.064

#6 · Washimcell 4990000185

distance 0.066 · cross-district

#7 · Hingolicell 4770003691

distance 0.067

#8 · Hingolicell 4770003515

distance 0.068

#9 · Washimcell 4990000438

distance 0.069 · cross-district

#10 · Hingolicell 4770003737

distance 0.07

#11 · Hingolicell 4770003629

distance 0.072

#12 · Washimcell 4990000573

distance 0.072 · cross-district

#13 · Buldhanacell 4720000746

distance 0.077 · cross-district

#14 · Hingolicell 4770003630

distance 0.078

#15 · Hingolicell 4770003685

distance 0.078

#16 · Hingolicell 4770003786

distance 0.079

#17 · Washimcell 4990000382

distance 0.081 · cross-district

#18 · Washimcell 4990000046

distance 0.085 · 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":4770003577}}}'

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.