Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004903

The MH-36 locality cells most similar to this Parbhani 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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.444

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960003072

distance 0.444 · cross-district

#2 · Sanglicell 4930005902

distance 0.466 · cross-district

#3 · Buldhanacell 4720004386

distance 0.485 · cross-district

#4 · Nashikcell 4870005001

distance 0.487 · cross-district

#5 · Amravaticell 4680006291

distance 0.505 · cross-district

#6 · Buldhanacell 4720005683

distance 0.536 · cross-district

#7 · Washimcell 4990003890

distance 0.542 · cross-district

#8 · Jalgaoncell 4780008692

distance 0.551 · cross-district

#9 · Buldhanacell 4720005756

distance 0.552 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690003539

distance 0.554 · cross-district

#11 · Buldhanacell 4720006928

distance 0.559 · cross-district

#12 · Parbhanicell 4890004115

distance 0.563

#13 · Washimcell 4990000228

distance 0.564 · cross-district

#14 · Jalgaoncell 4780000455

distance 0.569 · cross-district

#15 · Jalgaoncell 4780005608

distance 0.573 · cross-district

#16 · Beedcell 4700001326

distance 0.575 · cross-district

#17 · Sataracell 4940000774

distance 0.584 · cross-district

#18 · Jalgaoncell 4780006139

distance 0.592 · 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":489,"cluster_id":4890004903}}}'

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.