Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810003421

The MH-36 locality cells most similar to this Latur 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

0.275

lower = more alike (weighted)

The twins, closest first

#1 · Laturcell 4810003323

distance 0.275

#2 · Nandedcell 4850004734

distance 0.295 · cross-district

#3 · Dharashivcell 4880003826

distance 0.304 · cross-district

#4 · Jalnacell 4790003302

distance 0.309 · cross-district

#5 · Parbhanicell 4890003226

distance 0.316 · cross-district

#6 · Kolhapurcell 4800004022

distance 0.338 · cross-district

#7 · Beedcell 4700007638

distance 0.339 · cross-district

#8 · Nandedcell 4850005773

distance 0.343 · cross-district

#9 · Laturcell 4810003117

distance 0.359

#10 · Dharashivcell 4880003083

distance 0.361 · cross-district

#11 · Beedcell 4700001185

distance 0.365 · cross-district

#12 · Beedcell 4700008684

distance 0.373 · cross-district

#13 · Solapurcell 4960003885

distance 0.374 · cross-district

#14 · Laturcell 4810002948

distance 0.376

#15 · Jalnacell 4790003824

distance 0.377 · cross-district

#16 · Kolhapurcell 4800005839

distance 0.38 · cross-district

#17 · Dhulecell 4740003077

distance 0.38 · cross-district

#18 · Laturcell 4810001597

distance 0.382

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":481,"cluster_id":4810003421}}}'

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.