Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000487

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

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000431

distance 0.068

#2 · Hingolicell 4770000368

distance 0.087

#3 · Hingolicell 4770000532

distance 0.09

#4 · Hingolicell 4770000539

distance 0.09

#5 · Hingolicell 4770001042

distance 0.098

#6 · Hingolicell 4770000591

distance 0.105

#7 · Hingolicell 4770000367

distance 0.105

#8 · Hingolicell 4770000529

distance 0.108

#9 · Hingolicell 4770000372

distance 0.115

#10 · Hingolicell 4770001161

distance 0.12

#11 · Hingolicell 4770000799

distance 0.122

#12 · Hingolicell 4770001693

distance 0.123

#13 · Hingolicell 4770000579

distance 0.124

#14 · Hingolicell 4770000804

distance 0.126

#15 · Hingolicell 4770000527

distance 0.126

#16 · Hingolicell 4770000582

distance 0.129

#17 · Hingolicell 4770000485

distance 0.13

#18 · Hingolicell 4770001164

distance 0.13

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":4770000487}}}'

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.