Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850004934

The MH-36 locality cells most similar to this Nanded 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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.398

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001324

distance 0.398 · cross-district

#2 · Jalnacell 4790001793

distance 0.422 · cross-district

#3 · Yavatmalcell 5000006135

distance 0.425 · cross-district

#4 · Laturcell 4810003422

distance 0.431 · cross-district

#5 · Amravaticell 4680002383

distance 0.434 · cross-district

#6 · Parbhanicell 4890000587

distance 0.434 · cross-district

#7 · Yavatmalcell 5000006134

distance 0.435 · cross-district

#8 · Beedcell 4700008568

distance 0.443 · cross-district

#9 · Jalnacell 4790003871

distance 0.471 · cross-district

#10 · Jalnacell 4790001957

distance 0.476 · cross-district

#11 · Nandedcell 4850004536

distance 0.477

#12 · Dhulecell 4740000974

distance 0.481 · cross-district

#13 · Jalgaoncell 4780005915

distance 0.486 · cross-district

#14 · Wardhacell 4980001446

distance 0.488 · cross-district

#15 · Washimcell 4990001405

distance 0.488 · cross-district

#16 · Laturcell 4810003132

distance 0.492 · cross-district

#17 · Washimcell 4990001495

distance 0.494 · cross-district

#18 · Chandrapurcell 4730003025

distance 0.499 · 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":485,"cluster_id":4850004934}}}'

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.