Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890000625

The MH-36 locality cells most similar to this Parbhani 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.105

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680000684

distance 0.105 · cross-district

#2 · Amravaticell 4680000753

distance 0.107 · cross-district

#3 · Amravaticell 4680000616

distance 0.108 · cross-district

#4 · Buldhanacell 4720004052

distance 0.108 · cross-district

#5 · Amravaticell 4680000679

distance 0.114 · cross-district

#6 · Amravaticell 4680001858

distance 0.118 · cross-district

#7 · Parbhanicell 4890000733

distance 0.12

#8 · Amravaticell 4680000754

distance 0.12 · cross-district

#9 · Amravaticell 4680000885

distance 0.122 · cross-district

#10 · Parbhanicell 4890001564

distance 0.124

#11 · Amravaticell 4680001155

distance 0.127 · cross-district

#12 · Amravaticell 4680000617

distance 0.128 · cross-district

#13 · Parbhanicell 4890000519

distance 0.128

#14 · Amravaticell 4680000551

distance 0.129 · cross-district

#15 · Amravaticell 4680002604

distance 0.129 · cross-district

#16 · Parbhanicell 4890000618

distance 0.131

#17 · Amravaticell 4680000422

distance 0.133 · cross-district

#18 · Amravaticell 4680003299

distance 0.134 · 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":489,"cluster_id":4890000625}}}'

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.