Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004532

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.278

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680001018

distance 0.278 · cross-district

#2 · Jalgaoncell 4780001750

distance 0.279 · cross-district

#3 · Jalnacell 4790004012

distance 0.292 · cross-district

#4 · Yavatmalcell 5000003289

distance 0.305 · cross-district

#5 · Nagpurcell 4840000815

distance 0.324 · cross-district

#6 · Parbhanicell 4890004491

distance 0.339

#7 · Yavatmalcell 5000003807

distance 0.343 · cross-district

#8 · Akolacell 4670003826

distance 0.344 · cross-district

#9 · Amravaticell 4680004009

distance 0.35 · cross-district

#10 · Washimcell 4990004052

distance 0.35 · cross-district

#11 · Yavatmalcell 5000005512

distance 0.351 · cross-district

#12 · Wardhacell 4980002521

distance 0.352 · cross-district

#13 · Wardhacell 4980001124

distance 0.353 · cross-district

#14 · Yavatmalcell 5000005819

distance 0.356 · cross-district

#15 · Wardhacell 4980003879

distance 0.358 · cross-district

#16 · Yavatmalcell 5000000709

distance 0.359 · cross-district

#17 · Buldhanacell 4720002485

distance 0.36 · cross-district

#18 · Akolacell 4670003772

distance 0.36 · 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":4890004532}}}'

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.