Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004284

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

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.265

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790000298

distance 0.265 · cross-district

#2 · Buldhanacell 4720003417

distance 0.27 · cross-district

#3 · Beedcell 4700001343

distance 0.281 · cross-district

#4 · Buldhanacell 4720006929

distance 0.293 · cross-district

#5 · Jalnacell 4790002372

distance 0.305 · cross-district

#6 · Yavatmalcell 5000011309

distance 0.306 · cross-district

#7 · Nandedcell 4850000625

distance 0.309 · cross-district

#8 · Nagpurcell 4840005577

distance 0.311 · cross-district

#9 · Nandedcell 4850006603

distance 0.315 · cross-district

#10 · Buldhanacell 4720007570

distance 0.318 · cross-district

#11 · Washimcell 4990001846

distance 0.321 · cross-district

#12 · Nandedcell 4850007851

distance 0.322 · cross-district

#13 · Solapurcell 4960006986

distance 0.323 · cross-district

#14 · Buldhanacell 4720008007

distance 0.33 · cross-district

#15 · Buldhanacell 4720005903

distance 0.333 · cross-district

#16 · Chhatrapati Sambhajinagarcell 4690000417

distance 0.333 · cross-district

#17 · Dharashivcell 4880000695

distance 0.335 · cross-district

#18 · Amravaticell 4680000388

distance 0.349 · 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":4890004284}}}'

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.