Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001722

The MH-36 locality cells most similar to this Satara 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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.225

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002891

distance 0.225 · cross-district

#2 · Parbhanicell 4890004926

distance 0.279 · cross-district

#3 · Parbhanicell 4890005402

distance 0.281 · cross-district

#4 · Parbhanicell 4890005349

distance 0.282 · cross-district

#5 · Hingolicell 4770002542

distance 0.288 · cross-district

#6 · Hingolicell 4770002536

distance 0.29 · cross-district

#7 · Hingolicell 4770001731

distance 0.298 · cross-district

#8 · Hingolicell 4770002466

distance 0.327 · cross-district

#9 · Ahmednagarcell 4660002335

distance 0.33 · cross-district

#10 · Parbhanicell 4890005319

distance 0.33 · cross-district

#11 · Hingolicell 4770001676

distance 0.333 · cross-district

#12 · Jalgaoncell 4780001242

distance 0.333 · cross-district

#13 · Parbhanicell 4890005348

distance 0.335 · cross-district

#14 · Hingolicell 4770002473

distance 0.335 · cross-district

#15 · Ahmednagarcell 4660002620

distance 0.336 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000801

distance 0.338 · cross-district

#17 · Hingolicell 4770002669

distance 0.34 · cross-district

#18 · Hingolicell 4770001621

distance 0.342 · 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":494,"cluster_id":4940001722}}}'

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.