Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005220

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.187

lower = more alike (weighted)

The twins, closest first

#1 · Buldhanacell 4720005748

distance 0.187 · cross-district

#2 · Buldhanacell 4720006750

distance 0.206 · cross-district

#3 · Buldhanacell 4720005501

distance 0.206 · cross-district

#4 · Buldhanacell 4720005086

distance 0.207 · cross-district

#5 · Buldhanacell 4720005207

distance 0.209 · cross-district

#6 · Buldhanacell 4720003876

distance 0.209 · cross-district

#7 · Jalgaoncell 4780002476

distance 0.211 · cross-district

#8 · Dharashivcell 4880005100

distance 0.213 · cross-district

#9 · Akolacell 4670000320

distance 0.216 · cross-district

#10 · Jalnacell 4790002823

distance 0.221 · cross-district

#11 · Parbhanicell 4890004812

distance 0.222

#12 · Buldhanacell 4720003882

distance 0.222 · cross-district

#13 · Beedcell 4700004619

distance 0.223 · cross-district

#14 · Buldhanacell 4720007173

distance 0.225 · cross-district

#15 · Buldhanacell 4720005767

distance 0.226 · cross-district

#16 · Jalnacell 4790001291

distance 0.228 · cross-district

#17 · Parbhanicell 4890004929

distance 0.23

#18 · Parbhanicell 4890004725

distance 0.23

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":4890005220}}}'

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.