Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006823

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.332

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700004699

distance 0.332

#2 · Nagpurcell 4840007427

distance 0.345 · cross-district

#3 · Washimcell 4990003663

distance 0.346 · cross-district

#4 · Solapurcell 4960011638

distance 0.348 · cross-district

#5 · Punecell 4900002957

distance 0.35 · cross-district

#6 · Gadchirolicell 4750000427

distance 0.359 · cross-district

#7 · Punecell 4900009097

distance 0.368 · cross-district

#8 · Dhulecell 4740003012

distance 0.382 · cross-district

#9 · Dhulecell 4740002430

distance 0.383 · cross-district

#10 · Akolacell 4670001228

distance 0.388 · cross-district

#11 · Sataracell 4940003712

distance 0.394 · cross-district

#12 · Punecell 4900003362

distance 0.396 · cross-district

#13 · Laturcell 4810001486

distance 0.399 · cross-district

#14 · Punecell 4900003627

distance 0.399 · cross-district

#15 · Dharashivcell 4880000463

distance 0.401 · cross-district

#16 · Sanglicell 4930007033

distance 0.411 · cross-district

#17 · Sataracell 4940005374

distance 0.412 · cross-district

#18 · Laturcell 4810002433

distance 0.417 · 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":4700006823}}}'

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.