Bhārata Strata · Maharashtra · Dharashiv · morphological twins
Places like cell 4880006423
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
18
across 8 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.315
lower = more alike (weighted)
The twins, closest first
#1 · Ahmednagarcell 4660010296
distance 0.315 · cross-district
#2 · Dharashivcell 4880006460
distance 0.325
#3 · Ahmednagarcell 4660009974
distance 0.339 · cross-district
#4 · Sanglicell 4930003492
distance 0.341 · cross-district
#5 · Ahmednagarcell 4660010466
distance 0.352 · cross-district
#6 · Dhulecell 4740000199
distance 0.361 · cross-district
#7 · Ahmednagarcell 4660009962
distance 0.366 · cross-district
#8 · Ahmednagarcell 4660010461
distance 0.379 · cross-district
#9 · Solapurcell 4960000440
distance 0.381 · cross-district
#10 · Nashikcell 4870007961
distance 0.387 · cross-district
#11 · Ahmednagarcell 4660010465
distance 0.392 · cross-district
#12 · Dhulecell 4740001669
distance 0.397 · cross-district
#13 · Chhatrapati Sambhajinagarcell 4690000406
distance 0.416 · cross-district
#14 · Sanglicell 4930003491
distance 0.417 · cross-district
#15 · Ahmednagarcell 4660011765
distance 0.419 · cross-district
#16 · Gondiacell 4760000654
distance 0.426 · cross-district
#17 · Dhulecell 4740000168
distance 0.428 · cross-district
#18 · Solapurcell 4960000439
distance 0.429 · 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":4880006423}}}'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.