Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005040

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

0.062

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005078

distance 0.062

#2 · Parbhanicell 4890005080

distance 0.07

#3 · Parbhanicell 4890005077

distance 0.082

#4 · Parbhanicell 4890005090

distance 0.082

#5 · Hingolicell 4770002481

distance 0.089 · cross-district

#6 · Parbhanicell 4890005009

distance 0.091

#7 · Hingolicell 4770002482

distance 0.092 · cross-district

#8 · Hingolicell 4770002618

distance 0.096 · cross-district

#9 · Hingolicell 4770002084

distance 0.098 · cross-district

#10 · Parbhanicell 4890005011

distance 0.102

#11 · Hingolicell 4770002619

distance 0.107 · cross-district

#12 · Hingolicell 4770002413

distance 0.123 · cross-district

#13 · Parbhanicell 4890005091

distance 0.141

#14 · Parbhanicell 4890004999

distance 0.145

#15 · Hingolicell 4770003302

distance 0.147 · cross-district

#16 · Hingolicell 4770002833

distance 0.147 · cross-district

#17 · Parbhanicell 4890005036

distance 0.149

#18 · Parbhanicell 4890004996

distance 0.152

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":4890005040}}}'

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.