Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880002501

The MH-36 locality cells most similar to this Dharashiv 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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.218

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005249

distance 0.218 · cross-district

#2 · Buldhanacell 4720004463

distance 0.233 · cross-district

#3 · Beedcell 4700003110

distance 0.234 · cross-district

#4 · Buldhanacell 4720003943

distance 0.236 · cross-district

#5 · Sanglicell 4930005654

distance 0.236 · cross-district

#6 · Sanglicell 4930005085

distance 0.239 · cross-district

#7 · Sanglicell 4930005327

distance 0.242 · cross-district

#8 · Ahmednagarcell 4660003286

distance 0.244 · cross-district

#9 · Beedcell 4700003550

distance 0.244 · cross-district

#10 · Ahmednagarcell 4660003036

distance 0.244 · cross-district

#11 · Beedcell 4700003457

distance 0.245 · cross-district

#12 · Buldhanacell 4720004380

distance 0.246 · cross-district

#13 · Ahmednagarcell 4660002657

distance 0.246 · cross-district

#14 · Ahmednagarcell 4660003345

distance 0.248 · cross-district

#15 · Sanglicell 4930006203

distance 0.248 · cross-district

#16 · Beedcell 4700005251

distance 0.25 · cross-district

#17 · Buldhanacell 4720004388

distance 0.25 · cross-district

#18 · Buldhanacell 4720004458

distance 0.252 · 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":488,"cluster_id":4880002501}}}'

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.