Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004949

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004947

distance 0.068

#2 · Hingolicell 4770002842

distance 0.08 · cross-district

#3 · Hingolicell 4770002999

distance 0.082 · cross-district

#4 · Hingolicell 4770003076

distance 0.083 · cross-district

#5 · Parbhanicell 4890005196

distance 0.091

#6 · Hingolicell 4770002836

distance 0.095 · cross-district

#7 · Parbhanicell 4890004950

distance 0.095

#8 · Hingolicell 4770003459

distance 0.098 · cross-district

#9 · Parbhanicell 4890005263

distance 0.1

#10 · Parbhanicell 4890005010

distance 0.103

#11 · Hingolicell 4770002991

distance 0.11 · cross-district

#12 · Hingolicell 4770003308

distance 0.114 · cross-district

#13 · Hingolicell 4770003159

distance 0.117 · cross-district

#14 · Parbhanicell 4890005094

distance 0.123

#15 · Parbhanicell 4890005124

distance 0.123

#16 · Parbhanicell 4890004075

distance 0.125

#17 · Parbhanicell 4890004642

distance 0.129

#18 · Hingolicell 4770003454

distance 0.131 · 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":4890004949}}}'

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.