Bhārata Strata · Maharashtra · Yavatmal · morphological twins
Places like cell 5000004656
The MH-36 locality cells most similar to this Yavatmal 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 8 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
44
morphology-v2 feature dimensions
Closest twin distance
0.082
lower = more alike (weighted)
The twins, closest first
#1 · Yavatmalcell 5000004831
distance 0.082
#2 · Amravaticell 4680007390
distance 0.246 · cross-district
#3 · Yavatmalcell 5000004830
distance 0.259
#4 · Yavatmalcell 5000001323
distance 0.259
#5 · Hingolicell 4770002972
distance 0.264 · cross-district
#6 · Solapurcell 4960000501
distance 0.267 · cross-district
#7 · Jalgaoncell 4780009394
distance 0.271 · cross-district
#8 · Amravaticell 4680007392
distance 0.275 · cross-district
#9 · Nagpurcell 4840000098
distance 0.281 · cross-district
#10 · Amravaticell 4680007391
distance 0.287 · cross-district
#11 · Jalgaoncell 4780004505
distance 0.295 · cross-district
#12 · Yavatmalcell 5000005005
distance 0.298
#13 · Yavatmalcell 5000001374
distance 0.299
#14 · Chandrapurcell 4730004823
distance 0.299 · cross-district
#15 · Hingolicell 4770002468
distance 0.304 · cross-district
#16 · Nashikcell 4870012261
distance 0.305 · cross-district
#17 · Yavatmalcell 5000008820
distance 0.307
#18 · Jalgaoncell 4780004275
distance 0.307 · 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":500,"cluster_id":5000004656}}}'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.