Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810000950

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 10 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.425

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990002459

distance 0.425 · cross-district

#2 · Laturcell 4810001873

distance 0.477

#3 · Beedcell 4700001329

distance 0.48 · cross-district

#4 · Laturcell 4810000837

distance 0.497

#5 · Buldhanacell 4720006798

distance 0.506 · cross-district

#6 · Buldhanacell 4720001913

distance 0.526 · cross-district

#7 · Jalgaoncell 4780001611

distance 0.529 · cross-district

#8 · Jalgaoncell 4780004695

distance 0.529 · cross-district

#9 · Sanglicell 4930000521

distance 0.54 · cross-district

#10 · Dharashivcell 4880002318

distance 0.545 · cross-district

#11 · Dhulecell 4740003320

distance 0.546 · cross-district

#12 · Beedcell 4700006506

distance 0.549 · cross-district

#13 · Solapurcell 4960002128

distance 0.55 · cross-district

#14 · Parbhanicell 4890004169

distance 0.55 · cross-district

#15 · Jalgaoncell 4780004579

distance 0.553 · cross-district

#16 · Dharashivcell 4880003079

distance 0.557 · cross-district

#17 · Beedcell 4700001325

distance 0.558 · cross-district

#18 · Sanglicell 4930000538

distance 0.56 · 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":481,"cluster_id":4810000950}}}'

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.