Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005378

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

0.258

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005377

distance 0.258

#2 · Parbhanicell 4890005435

distance 0.287

#3 · Nagpurcell 4840001567

distance 0.29 · cross-district

#4 · Akolacell 4670003121

distance 0.3 · cross-district

#5 · Hingolicell 4770002821

distance 0.323 · cross-district

#6 · Hingolicell 4770002827

distance 0.333 · cross-district

#7 · Hingolicell 4770001677

distance 0.335 · cross-district

#8 · Washimcell 4990004081

distance 0.337 · cross-district

#9 · Nandurbarcell 4860005028

distance 0.342 · cross-district

#10 · Beedcell 4700007162

distance 0.345 · cross-district

#11 · Nagpurcell 4840001652

distance 0.347 · cross-district

#12 · Hingolicell 4770002475

distance 0.354 · cross-district

#13 · Beedcell 4700003624

distance 0.359 · cross-district

#14 · Hingolicell 4770002907

distance 0.36 · cross-district

#15 · Sataracell 4940004926

distance 0.364 · cross-district

#16 · Hingolicell 4770002748

distance 0.365 · cross-district

#17 · Hingolicell 4770002605

distance 0.367 · cross-district

#18 · Hingolicell 4770002909

distance 0.368 · 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":4890005378}}}'

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.