Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005466

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.1

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003153

distance 0.1 · cross-district

#2 · Jalnacell 4790002064

distance 0.109 · cross-district

#3 · Parbhanicell 4890005468

distance 0.109

#4 · Parbhanicell 4890004419

distance 0.118

#5 · Jalnacell 4790002485

distance 0.121 · cross-district

#6 · Jalnacell 4790003753

distance 0.122 · cross-district

#7 · Jalnacell 4790002734

distance 0.123 · cross-district

#8 · Jalnacell 4790002820

distance 0.124 · cross-district

#9 · Buldhanacell 4720005541

distance 0.127 · cross-district

#10 · Jalnacell 4790002906

distance 0.128 · cross-district

#11 · Jalnacell 4790003847

distance 0.129 · cross-district

#12 · Parbhanicell 4890005453

distance 0.129

#13 · Buldhanacell 4720004882

distance 0.131 · cross-district

#14 · Jalnacell 4790003579

distance 0.132 · cross-district

#15 · Jalnacell 4790003846

distance 0.133 · cross-district

#16 · Jalnacell 4790003154

distance 0.133 · cross-district

#17 · Jalnacell 4790003418

distance 0.135 · cross-district

#18 · Jalnacell 4790003751

distance 0.136 · 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":4890005466}}}'

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.