Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004093

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

0.25

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680002557

distance 0.25 · cross-district

#2 · Amravaticell 4680004021

distance 0.295 · cross-district

#3 · Parbhanicell 4890004210

distance 0.297

#4 · Akolacell 4670003669

distance 0.3 · cross-district

#5 · Buldhanacell 4720004950

distance 0.301 · cross-district

#6 · Parbhanicell 4890003884

distance 0.308

#7 · Buldhanacell 4720005748

distance 0.308 · cross-district

#8 · Amravaticell 4680002220

distance 0.311 · cross-district

#9 · Yavatmalcell 5000011625

distance 0.311 · cross-district

#10 · Jalnacell 4790000568

distance 0.311 · cross-district

#11 · Akolacell 4670004147

distance 0.312 · cross-district

#12 · Buldhanacell 4720007454

distance 0.315 · cross-district

#13 · Akolacell 4670003774

distance 0.316 · cross-district

#14 · Buldhanacell 4720005782

distance 0.317 · cross-district

#15 · Buldhanacell 4720001299

distance 0.317 · cross-district

#16 · Akolacell 4670004320

distance 0.32 · cross-district

#17 · Jalnacell 4790001657

distance 0.32 · cross-district

#18 · Amravaticell 4680001545

distance 0.322 · 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":4890004093}}}'

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.