Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880004057

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

across 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.053

lower = more alike (weighted)

The twins, closest first

#1 · Dharashivcell 4880003298

distance 0.053

#2 · Dharashivcell 4880003143

distance 0.087

#3 · Dharashivcell 4880003290

distance 0.103

#4 · Dharashivcell 4880004129

distance 0.112

#5 · Dharashivcell 4880001411

distance 0.119

#6 · Dharashivcell 4880003518

distance 0.126

#7 · Dharashivcell 4880002993

distance 0.127

#8 · Dharashivcell 4880002103

distance 0.129

#9 · Dharashivcell 4880002907

distance 0.129

#10 · Dharashivcell 4880002597

distance 0.134

#11 · Laturcell 4810000884

distance 0.14 · cross-district

#12 · Dharashivcell 4880001510

distance 0.14

#13 · Laturcell 4810001981

distance 0.14 · cross-district

#14 · Laturcell 4810001904

distance 0.142 · cross-district

#15 · Dharashivcell 4880002960

distance 0.142

#16 · Dharashivcell 4880002000

distance 0.143

#17 · Dharashivcell 4880002474

distance 0.143

#18 · Laturcell 4810000551

distance 0.147 · 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":4880004057}}}'

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.