Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003398

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.213

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001858

distance 0.213

#2 · Hingolicell 4770001800

distance 0.246

#3 · Hingolicell 4770002637

distance 0.25

#4 · Hingolicell 4770003079

distance 0.251

#5 · Hingolicell 4770002168

distance 0.254

#6 · Hingolicell 4770003256

distance 0.26

#7 · Hingolicell 4770003017

distance 0.273

#8 · Hingolicell 4770002690

distance 0.274

#9 · Hingolicell 4770002163

distance 0.275

#10 · Hingolicell 4770002700

distance 0.278

#11 · Hingolicell 4770002948

distance 0.284

#12 · Nagpurcell 4840004695

distance 0.286 · cross-district

#13 · Hingolicell 4770002846

distance 0.296

#14 · Hingolicell 4770002230

distance 0.297

#15 · Hingolicell 4770001398

distance 0.297

#16 · Hingolicell 4770003121

distance 0.298

#17 · Hingolicell 4770002237

distance 0.299

#18 · Hingolicell 4770003098

distance 0.301

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":4770003398}}}'

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.