Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002850

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 12 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.337

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001205

distance 0.337 · cross-district

#2 · Nandedcell 4850004666

distance 0.352 · cross-district

#3 · Beedcell 4700002728

distance 0.353 · cross-district

#4 · Nagpurcell 4840004390

distance 0.401 · cross-district

#5 · Jalgaoncell 4780003392

distance 0.406 · cross-district

#6 · Nagpurcell 4840003098

distance 0.408 · cross-district

#7 · Buldhanacell 4720005828

distance 0.415 · cross-district

#8 · Jalgaoncell 4780007830

distance 0.42 · cross-district

#9 · Parbhanicell 4890002851

distance 0.423

#10 · Buldhanacell 4720006297

distance 0.424 · cross-district

#11 · Yavatmalcell 5000010095

distance 0.432 · cross-district

#12 · Sataracell 4940004346

distance 0.441 · cross-district

#13 · Nandedcell 4850004667

distance 0.442 · cross-district

#14 · Jalgaoncell 4780005744

distance 0.448 · cross-district

#15 · Nashikcell 4870002262

distance 0.45 · cross-district

#16 · Punecell 4900001090

distance 0.459 · cross-district

#17 · Ahmednagarcell 4660012145

distance 0.462 · cross-district

#18 · Beedcell 4700001024

distance 0.466 · 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":4890002850}}}'

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.