Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005038

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.067

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003447

distance 0.067 · cross-district

#2 · Hingolicell 4770002833

distance 0.073 · cross-district

#3 · Parbhanicell 4890004996

distance 0.084

#4 · Hingolicell 4770002994

distance 0.096 · cross-district

#5 · Parbhanicell 4890005036

distance 0.096

#6 · Hingolicell 4770003377

distance 0.099 · cross-district

#7 · Parbhanicell 4890005374

distance 0.1

#8 · Hingolicell 4770003158

distance 0.103 · cross-district

#9 · Hingolicell 4770002834

distance 0.103 · cross-district

#10 · Parbhanicell 4890004999

distance 0.108

#11 · Washimcell 4990000001

distance 0.116 · cross-district

#12 · Parbhanicell 4890004690

distance 0.119

#13 · Hingolicell 4770002838

distance 0.12 · cross-district

#14 · Parbhanicell 4890005262

distance 0.122

#15 · Hingolicell 4770003302

distance 0.124 · cross-district

#16 · Parbhanicell 4890005228

distance 0.124

#17 · Hingolicell 4770003238

distance 0.127 · cross-district

#18 · Hingolicell 4770002482

distance 0.129 · 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":4890005038}}}'

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.