Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700002316

The MH-36 locality cells most similar to this Beed 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 7 distinct districts

Index confidence

0.91

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 · Sanglicell 4930001471

distance 0.213 · cross-district

#2 · Sanglicell 4930000981

distance 0.264 · cross-district

#3 · Beedcell 4700005301

distance 0.287

#4 · Dharashivcell 4880006347

distance 0.288 · cross-district

#5 · Sanglicell 4930001191

distance 0.294 · cross-district

#6 · Sanglicell 4930002439

distance 0.297 · cross-district

#7 · Laturcell 4810000912

distance 0.297 · cross-district

#8 · Beedcell 4700006368

distance 0.299

#9 · Sanglicell 4930000862

distance 0.302 · cross-district

#10 · Nashikcell 4870007679

distance 0.302 · cross-district

#11 · Dharashivcell 4880005341

distance 0.305 · cross-district

#12 · Sanglicell 4930002263

distance 0.307 · cross-district

#13 · Sanglicell 4930001615

distance 0.308 · cross-district

#14 · Dharashivcell 4880004275

distance 0.309 · cross-district

#15 · Ahmednagarcell 4660007215

distance 0.314 · cross-district

#16 · Dhulecell 4740002178

distance 0.315 · cross-district

#17 · Sanglicell 4930002919

distance 0.316 · cross-district

#18 · Sanglicell 4930001899

distance 0.317 · 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":470,"cluster_id":4700002316}}}'

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.