Bhārata Strata · Maharashtra · Latur · morphological twins

Places like cell 4810002113

The MH-36 locality cells most similar to this Latur 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

across 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.085

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003578

distance 0.085 · cross-district

#2 · Dharashivcell 4880003905

distance 0.086 · cross-district

#3 · Dharashivcell 4880003707

distance 0.088 · cross-district

#4 · Dharashivcell 4880003980

distance 0.089 · cross-district

#5 · Laturcell 4810001944

distance 0.09

#6 · Dharashivcell 4880003898

distance 0.09 · cross-district

#7 · Dharashivcell 4880003833

distance 0.091 · cross-district

#8 · Dharashivcell 4880003059

distance 0.092 · cross-district

#9 · Dharashivcell 4880003834

distance 0.093 · cross-district

#10 · Dharashivcell 4880003910

distance 0.093 · cross-district

#11 · Dharashivcell 4880003837

distance 0.095 · cross-district

#12 · Dharashivcell 4880003772

distance 0.096 · cross-district

#13 · Dharashivcell 4880004061

distance 0.098 · cross-district

#14 · Dharashivcell 4880003765

distance 0.099 · cross-district

#15 · Dharashivcell 4880003576

distance 0.099 · cross-district

#16 · Dharashivcell 4880003831

distance 0.1 · cross-district

#17 · Dharashivcell 4880003650

distance 0.101 · cross-district

#18 · Dharashivcell 4880003828

distance 0.102 · 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":481,"cluster_id":4810002113}}}'

Machine-readable JSON twin →Full dossier →

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.