Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005037

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

0.086

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720000043

distance 0.086 · cross-district

#2 · Hingolicell 4770002993

distance 0.093 · cross-district

#3 · Hingolicell 4770002553

distance 0.101 · cross-district

#4 · Hingolicell 4770003447

distance 0.107 · cross-district

#5 · Parbhanicell 4890005039

distance 0.114

#6 · Parbhanicell 4890005036

distance 0.118

#7 · Parbhanicell 4890005088

distance 0.119

#8 · Hingolicell 4770002483

distance 0.135 · cross-district

#9 · Parbhanicell 4890005038

distance 0.135

#10 · Parbhanicell 4890004393

distance 0.135

#11 · Parbhanicell 4890005374

distance 0.136

#12 · Hingolicell 4770002485

distance 0.137 · cross-district

#13 · Parbhanicell 4890005262

distance 0.137

#14 · Hingolicell 4770002838

distance 0.143 · cross-district

#15 · Parbhanicell 4890004728

distance 0.144

#16 · Hingolicell 4770002550

distance 0.145 · cross-district

#17 · Parbhanicell 4890005093

distance 0.148

#18 · Parbhanicell 4890004688

distance 0.149

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":4890005037}}}'

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.