Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004054

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

0.316

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720006460

distance 0.316 · cross-district

#2 · Dharashivcell 4880000048

distance 0.329 · cross-district

#3 · Yavatmalcell 5000010240

distance 0.351 · cross-district

#4 · Beedcell 4700005841

distance 0.38 · cross-district

#5 · Buldhanacell 4720006298

distance 0.384 · cross-district

#6 · Washimcell 4990001495

distance 0.389 · cross-district

#7 · Buldhanacell 4720006798

distance 0.392 · cross-district

#8 · Jalgaoncell 4780005741

distance 0.394 · cross-district

#9 · Beedcell 4700004313

distance 0.404 · cross-district

#10 · Punecell 4900005663

distance 0.412 · cross-district

#11 · Buldhanacell 4720006990

distance 0.415 · cross-district

#12 · Solapurcell 4960002934

distance 0.418 · cross-district

#13 · Jalnacell 4790001957

distance 0.42 · cross-district

#14 · Buldhanacell 4720003417

distance 0.421 · cross-district

#15 · Yavatmalcell 5000010325

distance 0.421 · cross-district

#16 · Wardhacell 4980002381

distance 0.428 · cross-district

#17 · Beedcell 4700003117

distance 0.43 · cross-district

#18 · Amravaticell 4680004601

distance 0.432 · 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":4890004054}}}'

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.