Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004771

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.163

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004816

distance 0.163

#2 · Parbhanicell 4890005160

distance 0.172

#3 · Parbhanicell 4890005444

distance 0.178

#4 · Jalnacell 4790001518

distance 0.179 · cross-district

#5 · Jalnacell 4790001594

distance 0.18 · cross-district

#6 · Jalnacell 4790003672

distance 0.182 · cross-district

#7 · Hingolicell 4770002347

distance 0.194 · cross-district

#8 · Parbhanicell 4890004353

distance 0.196

#9 · Parbhanicell 4890003835

distance 0.199

#10 · Buldhanacell 4720004497

distance 0.201 · cross-district

#11 · Amravaticell 4680004495

distance 0.201 · cross-district

#12 · Jalnacell 4790001516

distance 0.209 · cross-district

#13 · Akolacell 4670004082

distance 0.211 · cross-district

#14 · Buldhanacell 4720003598

distance 0.212 · cross-district

#15 · Parbhanicell 4890003863

distance 0.215

#16 · Jalnacell 4790002242

distance 0.216 · cross-district

#17 · Jalnacell 4790006428

distance 0.217 · cross-district

#18 · Parbhanicell 4890004449

distance 0.22

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":4890004771}}}'

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.