Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001632

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

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000592

distance 0.113

#2 · Parbhanicell 4890004039

distance 0.151 · cross-district

#3 · Hingolicell 4770000484

distance 0.162

#4 · Hingolicell 4770000682

distance 0.168

#5 · Hingolicell 4770000633

distance 0.174

#6 · Hingolicell 4770000922

distance 0.179

#7 · Hingolicell 4770001575

distance 0.184

#8 · Buldhanacell 4720008103

distance 0.184 · cross-district

#9 · Hingolicell 4770003430

distance 0.186

#10 · Hingolicell 4770000924

distance 0.193

#11 · Buldhanacell 4720008101

distance 0.2 · cross-district

#12 · Hingolicell 4770000745

distance 0.201

#13 · Hingolicell 4770000538

distance 0.203

#14 · Hingolicell 4770000585

distance 0.204

#15 · Hingolicell 4770001878

distance 0.204

#16 · Hingolicell 4770001573

distance 0.208

#17 · Buldhanacell 4720003993

distance 0.21 · cross-district

#18 · Buldhanacell 4720003992

distance 0.213 · 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":4770001632}}}'

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.