Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005228

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

0.069

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003377

distance 0.069 · cross-district

#2 · Parbhanicell 4890005284

distance 0.087

#3 · Hingolicell 4770002687

distance 0.089 · cross-district

#4 · Hingolicell 4770003232

distance 0.09 · cross-district

#5 · Hingolicell 4770002911

distance 0.105 · cross-district

#6 · Hingolicell 4770002994

distance 0.11 · cross-district

#7 · Hingolicell 4770003158

distance 0.11 · cross-district

#8 · Hingolicell 4770002477

distance 0.112 · cross-district

#9 · Hingolicell 4770002834

distance 0.113 · cross-district

#10 · Parbhanicell 4890005081

distance 0.114

#11 · Hingolicell 4770003068

distance 0.117 · cross-district

#12 · Hingolicell 4770003235

distance 0.121 · cross-district

#13 · Hingolicell 4770003157

distance 0.122 · cross-district

#14 · Washimcell 4990000001

distance 0.124 · cross-district

#15 · Parbhanicell 4890005038

distance 0.124

#16 · Parbhanicell 4890005394

distance 0.126

#17 · Hingolicell 4770002615

distance 0.128 · cross-district

#18 · Parbhanicell 4890004999

distance 0.13

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":4890005228}}}'

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.