Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005449

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.146

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002607

distance 0.146 · cross-district

#2 · Parbhanicell 4890005435

distance 0.169

#3 · Nagpurcell 4840007612

distance 0.198 · cross-district

#4 · Hingolicell 4770002747

distance 0.2 · cross-district

#5 · Akolacell 4670003201

distance 0.212 · cross-district

#6 · Hingolicell 4770001678

distance 0.216 · cross-district

#7 · Hingolicell 4770003212

distance 0.216 · cross-district

#8 · Amravaticell 4680002537

distance 0.23 · cross-district

#9 · Nagpurcell 4840007611

distance 0.23 · cross-district

#10 · Hingolicell 4770002821

distance 0.231 · cross-district

#11 · Hingolicell 4770002536

distance 0.231 · cross-district

#12 · Hingolicell 4770001676

distance 0.232 · cross-district

#13 · Solapurcell 4960010753

distance 0.232 · cross-district

#14 · Parbhanicell 4890005418

distance 0.237

#15 · Sataracell 4940003713

distance 0.237 · cross-district

#16 · Hingolicell 4770002742

distance 0.239 · cross-district

#17 · Nagpurcell 4840007681

distance 0.242 · cross-district

#18 · Yavatmalcell 5000001876

distance 0.243 · 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":4890005449}}}'

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.