Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003582

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.073

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003581

distance 0.073

#2 · Hingolicell 4770003638

distance 0.105

#3 · Buldhanacell 4720005589

distance 0.13 · cross-district

#4 · Hingolicell 4770003688

distance 0.14

#5 · Washimcell 4990000233

distance 0.145 · cross-district

#6 · Buldhanacell 4720005951

distance 0.152 · cross-district

#7 · Hingolicell 4770003743

distance 0.154

#8 · Hingolicell 4770003639

distance 0.154

#9 · Hingolicell 4770003694

distance 0.158

#10 · Washimcell 4990001079

distance 0.16 · cross-district

#11 · Parbhanicell 4890004987

distance 0.16 · cross-district

#12 · Beedcell 4700007152

distance 0.16 · cross-district

#13 · Buldhanacell 4720005503

distance 0.16 · cross-district

#14 · Washimcell 4990000100

distance 0.161 · cross-district

#15 · Solapurcell 4960010493

distance 0.168 · cross-district

#16 · Washimcell 4990001267

distance 0.171 · cross-district

#17 · Washimcell 4990001278

distance 0.172 · cross-district

#18 · Washimcell 4990000132

distance 0.172 · 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":4770003582}}}'

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.