Bhārata Strata · Maharashtra · Beed · morphological twins
Places like cell 4700007365
The MH-36 locality cells most similar to this Beed 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 7 distinct districts
Index confidence
0.91
GUM mean confidence of the anchor (R24)
Dimensions compared
43
morphology-v2 feature dimensions
Closest twin distance
0.234
lower = more alike (weighted)
The twins, closest first
#1 · Jalnacell 4790001805
distance 0.234 · cross-district
#2 · Beedcell 4700007454
distance 0.246
#3 · Beedcell 4700007269
distance 0.269
#4 · Jalnacell 4790001041
distance 0.284 · cross-district
#5 · Beedcell 4700005086
distance 0.288
#6 · Beedcell 4700003272
distance 0.293
#7 · Solapurcell 4960011635
distance 0.294 · cross-district
#8 · Nandedcell 4850001004
distance 0.295 · cross-district
#9 · Ahmednagarcell 4660008076
distance 0.3 · cross-district
#10 · Wardhacell 4980005309
distance 0.303 · cross-district
#11 · Beedcell 4700004292
distance 0.303
#12 · Nandedcell 4850000347
distance 0.307 · cross-district
#13 · Jalnacell 4790003900
distance 0.308 · cross-district
#14 · Jalnacell 4790001728
distance 0.31 · cross-district
#15 · Dharashivcell 4880003846
distance 0.31 · cross-district
#16 · Beedcell 4700007354
distance 0.315
#17 · Solapurcell 4960009466
distance 0.316 · cross-district
#18 · Nandedcell 4850004591
distance 0.319 · 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":470,"cluster_id":4700007365}}}'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.