Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004516

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004518

distance 0.094

#2 · Jalnacell 4790001576

distance 0.098 · cross-district

#3 · Jalnacell 4790001577

distance 0.099 · cross-district

#4 · Jalnacell 4790001500

distance 0.125 · cross-district

#5 · Parbhanicell 4890004471

distance 0.131

#6 · Jalnacell 4790001498

distance 0.133 · cross-district

#7 · Parbhanicell 4890004375

distance 0.157

#8 · Buldhanacell 4720005820

distance 0.158 · cross-district

#9 · Parbhanicell 4890003929

distance 0.163

#10 · Parbhanicell 4890003755

distance 0.163

#11 · Amravaticell 4680000437

distance 0.168 · cross-district

#12 · Buldhanacell 4720004649

distance 0.171 · cross-district

#13 · Buldhanacell 4720003810

distance 0.176 · cross-district

#14 · Parbhanicell 4890001211

distance 0.18

#15 · Buldhanacell 4720006568

distance 0.183 · cross-district

#16 · Beedcell 4700007055

distance 0.187 · cross-district

#17 · Amravaticell 4680001542

distance 0.187 · cross-district

#18 · Amravaticell 4680000293

distance 0.188 · 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":4890004516}}}'

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.