Bhārata Strata · Maharashtra · Dhule · morphological twins

Places like cell 4740001636

The MH-36 locality cells most similar to this Dhule 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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Dhulecell 4740001635

distance 0.242

#2 · Nandedcell 4850004731

distance 0.374 · cross-district

#3 · Beedcell 4700008949

distance 0.393 · cross-district

#4 · Nandedcell 4850004935

distance 0.424 · cross-district

#5 · Beedcell 4700008953

distance 0.437 · cross-district

#6 · Nandedcell 4850003142

distance 0.439 · cross-district

#7 · Dharashivcell 4880003381

distance 0.448 · cross-district

#8 · Nashikcell 4870008107

distance 0.463 · cross-district

#9 · Parbhanicell 4890001253

distance 0.468 · cross-district

#10 · Sataracell 4940002389

distance 0.471 · cross-district

#11 · Ahmednagarcell 4660005610

distance 0.475 · cross-district

#12 · Beedcell 4700006232

distance 0.475 · cross-district

#13 · Dharashivcell 4880001597

distance 0.477 · cross-district

#14 · Nashikcell 4870011981

distance 0.484 · cross-district

#15 · Nandedcell 4850004863

distance 0.485 · cross-district

#16 · Ahmednagarcell 4660012816

distance 0.486 · cross-district

#17 · Chhatrapati Sambhajinagarcell 4690004793

distance 0.488 · cross-district

#18 · Beedcell 4700008992

distance 0.49 · 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":474,"cluster_id":4740001636}}}'

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.