Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002039

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 1 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.075

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003181

distance 0.075

#2 · Hingolicell 4770001855

distance 0.075

#3 · Hingolicell 4770001977

distance 0.078

#4 · Hingolicell 4770002100

distance 0.082

#5 · Hingolicell 4770002862

distance 0.086

#6 · Hingolicell 4770002228

distance 0.088

#7 · Hingolicell 4770002036

distance 0.089

#8 · Hingolicell 4770002038

distance 0.092

#9 · Hingolicell 4770002638

distance 0.094

#10 · Hingolicell 4770002296

distance 0.097

#11 · Hingolicell 4770001917

distance 0.099

#12 · Hingolicell 4770002860

distance 0.103

#13 · Hingolicell 4770002782

distance 0.107

#14 · Hingolicell 4770002226

distance 0.114

#15 · Hingolicell 4770002942

distance 0.114

#16 · Hingolicell 4770003479

distance 0.12

#17 · Hingolicell 4770002497

distance 0.12

#18 · Hingolicell 4770002571

distance 0.12

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":4770002039}}}'

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.