Bhārata Strata · Maharashtra · Dhule · morphological twins
Places like cell 4740003677
The MH-36 locality cells most similar to this Dhule 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 6 distinct districts
Index confidence
0.92
GUM mean confidence of the anchor (R24)
Dimensions compared
45
morphology-v2 feature dimensions
Closest twin distance
0.281
lower = more alike (weighted)
The twins, closest first
#1 · Jalgaoncell 4780009395
distance 0.281 · cross-district
#2 · Dhulecell 4740005769
distance 0.288
#3 · Ahmednagarcell 4660014257
distance 0.291 · cross-district
#4 · Nashikcell 4870012953
distance 0.297 · cross-district
#5 · Nandurbarcell 4860002759
distance 0.3 · cross-district
#6 · Ahmednagarcell 4660014089
distance 0.312 · cross-district
#7 · Jalgaoncell 4780000228
distance 0.315 · cross-district
#8 · Ahmednagarcell 4660014317
distance 0.32 · cross-district
#9 · Jalgaoncell 4780002496
distance 0.325 · cross-district
#10 · Nandurbarcell 4860002491
distance 0.326 · cross-district
#11 · Nashikcell 4870007084
distance 0.328 · cross-district
#12 · Ahmednagarcell 4660014088
distance 0.329 · cross-district
#13 · Jalgaoncell 4780000316
distance 0.331 · cross-district
#14 · Dhulecell 4740004317
distance 0.332
#15 · Ahmednagarcell 4660014202
distance 0.334 · cross-district
#16 · Sataracell 4940007913
distance 0.339 · cross-district
#17 · Sataracell 4940007506
distance 0.341 · cross-district
#18 · Ahmednagarcell 4660014180
distance 0.342 · 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":474,"cluster_id":4740003677}}}'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.