Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003013

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.294

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790004128

distance 0.294 · cross-district

#2 · Beedcell 4700005548

distance 0.329 · cross-district

#3 · Parbhanicell 4890003226

distance 0.35

#4 · Chhatrapati Sambhajinagarcell 4690002801

distance 0.362 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690003601

distance 0.37 · cross-district

#6 · Parbhanicell 4890002844

distance 0.388

#7 · Jalnacell 4790003302

distance 0.395 · cross-district

#8 · Beedcell 4700007638

distance 0.397 · cross-district

#9 · Kolhapurcell 4800004022

distance 0.399 · cross-district

#10 · Jalgaoncell 4780005333

distance 0.4 · cross-district

#11 · Yavatmalcell 5000006134

distance 0.408 · cross-district

#12 · Jalnacell 4790001998

distance 0.42 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690002703

distance 0.422 · cross-district

#14 · Nagpurcell 4840002898

distance 0.422 · cross-district

#15 · Jalgaoncell 4780001013

distance 0.423 · cross-district

#16 · Kolhapurcell 4800005839

distance 0.424 · cross-district

#17 · Yavatmalcell 5000009882

distance 0.425 · cross-district

#18 · Amravaticell 4680002168

distance 0.429 · 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":4890003013}}}'

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.