Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004430

The MH-36 locality cells most similar to this Dharashiv 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

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880004690

distance 0.159

#2 · Dharashivcell 4880005640

distance 0.189

#3 · Dharashivcell 4880005545

distance 0.24

#4 · Solapurcell 4960012486

distance 0.269 · cross-district

#5 · Beedcell 4700003024

distance 0.272 · cross-district

#6 · Akolacell 4670000101

distance 0.283 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690005467

distance 0.287 · cross-district

#8 · Beedcell 4700003246

distance 0.293 · cross-district

#9 · Sanglicell 4930002952

distance 0.298 · cross-district

#10 · Dharashivcell 4880005898

distance 0.304

#11 · Dharashivcell 4880004783

distance 0.305

#12 · Beedcell 4700003439

distance 0.317 · cross-district

#13 · Dharashivcell 4880004884

distance 0.318

#14 · Ahmednagarcell 4660002776

distance 0.318 · cross-district

#15 · Washimcell 4990002521

distance 0.32 · cross-district

#16 · Dharashivcell 4880005729

distance 0.327

#17 · Dhulecell 4740000938

distance 0.329 · cross-district

#18 · Beedcell 4700002555

distance 0.332 · 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":488,"cluster_id":4880004430}}}'

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.