Bhārata Strata · Maharashtra · Hingoli · morphological twins
Places like cell 4770002923
The MH-36 locality cells most similar to this Hingoli 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
18
across 11 distinct districts
Index confidence
0.9
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.4
lower = more alike (weighted)
The twins, closest first
#1 · Chhatrapati Sambhajinagarcell 4690003299
distance 0.4 · cross-district
#2 · Chhatrapati Sambhajinagarcell 4690003502
distance 0.415 · cross-district
#3 · Jalgaoncell 4780001633
distance 0.427 · cross-district
#4 · Akolacell 4670001915
distance 0.43 · cross-district
#5 · Chhatrapati Sambhajinagarcell 4690003400
distance 0.437 · cross-district
#6 · Buldhanacell 4720008028
distance 0.447 · cross-district
#7 · Buldhanacell 4720005903
distance 0.455 · cross-district
#8 · Chhatrapati Sambhajinagarcell 4690003297
distance 0.457 · cross-district
#9 · Amravaticell 4680002560
distance 0.457 · cross-district
#10 · Sataracell 4940000830
distance 0.459 · cross-district
#11 · Bhandaracell 4710002237
distance 0.463 · cross-district
#12 · Chandrapurcell 4730004417
distance 0.464 · cross-district
#13 · Buldhanacell 4720005755
distance 0.469 · cross-district
#14 · Nagpurcell 4840006459
distance 0.47 · cross-district
#15 · Nashikcell 4870009492
distance 0.479 · cross-district
#16 · Bhandaracell 4710002024
distance 0.481 · cross-district
#17 · Solapurcell 4960002996
distance 0.483 · cross-district
#18 · Buldhanacell 4720006297
distance 0.483 · 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":477,"cluster_id":4770002923}}}'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.