Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002898

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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.172

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890001818

distance 0.172

#2 · Beedcell 4700005952

distance 0.264 · cross-district

#3 · Jalnacell 4790001711

distance 0.265 · cross-district

#4 · Beedcell 4700000435

distance 0.275 · cross-district

#5 · Jalnacell 4790000909

distance 0.276 · cross-district

#6 · Dharashivcell 4880000794

distance 0.278 · cross-district

#7 · Laturcell 4810001718

distance 0.279 · cross-district

#8 · Buldhanacell 4720004357

distance 0.283 · cross-district

#9 · Washimcell 4990001829

distance 0.288 · cross-district

#10 · Beedcell 4700006943

distance 0.289 · cross-district

#11 · Parbhanicell 4890003147

distance 0.294

#12 · Parbhanicell 4890002159

distance 0.294

#13 · Dharashivcell 4880005589

distance 0.296 · cross-district

#14 · Laturcell 4810001635

distance 0.299 · cross-district

#15 · Parbhanicell 4890004577

distance 0.299

#16 · Jalnacell 4790001905

distance 0.301 · cross-district

#17 · Washimcell 4990001657

distance 0.302 · cross-district

#18 · Akolacell 4670003717

distance 0.304 · 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":4890002898}}}'

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.