Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002582

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

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002447

distance 0.154

#2 · Hingolicell 4770003492

distance 0.17

#3 · Hingolicell 4770002242

distance 0.18

#4 · Hingolicell 4770002448

distance 0.204

#5 · Hingolicell 4770003199

distance 0.22

#6 · Hingolicell 4770001938

distance 0.22

#7 · Hingolicell 4770001680

distance 0.228

#8 · Hingolicell 4770001822

distance 0.234

#9 · Hingolicell 4770002046

distance 0.237

#10 · Hingolicell 4770002715

distance 0.24

#11 · Hingolicell 4770003036

distance 0.241

#12 · Hingolicell 4770000637

distance 0.242

#13 · Hingolicell 4770002390

distance 0.257

#14 · Hingolicell 4770003198

distance 0.257

#15 · Hingolicell 4770003487

distance 0.257

#16 · Hingolicell 4770002067

distance 0.26

#17 · Hingolicell 4770000375

distance 0.265

#18 · Hingolicell 4770000376

distance 0.27

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":4770002582}}}'

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.